# cside — full content for LLMs > cside is a client-side security platform that detects script attacks, AI agents, account takeover, and fraud at the browser layer — active runtime detection that watches what scripts, users, and agents actually do as they execute in the live session, in real time, rather than relying on static scans or block-lists — and automates PCI DSS 4.0.1 requirements 6.4.3 and 11.6.1. cside deploys as a single JavaScript snippet — it does not route traffic through a proxy and requires no DNS changes. It was the first client-side security product with integrated AI analysis, and protects websites from malicious third-party scripts, e-skimming, and supply chain attacks with real-time threat detection, privacy monitoring, chargeback evidence collection, AI agent detection, and VPN detection. PCI DSS compliance validated by VikingCloud QSA. Founded in 2024, $7.7M funded. Generated: 2026-08-10 | English only | Canonical HTML: https://cside.com | Index: https://cside.com/llms.txt ## About cside (Homepage) Source: https://cside.com/ # Protecting your website from script attacks, AI agents, account takeover & fraud, and automating PCI DSS 4.0.1 compliance Protecting your website from Abusive AI agents. Account takeover & fraud. Magecart and script attacks. PCI DSS 4.0.1 compliance. Abusive AI agents. cside is a client-side security platform that detects script attacks, AI agents, account takeover, and fraud at the browser layer, and automates PCI DSS 4.0.1 requirements 6.4.3 and 11.6.1. WAFs are blind to browser code execution. cside watches what scripts, users, and agents actually do as they run in the live session, in real time, not a static scan, and stops script injections, AI agents, account takeover, and fraudulent users before the server registers the event. [Start for free](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=hero) [Book a demo](/book-demo) [Ecommerce](/industry/ecommerce) [Crypto](/industry/crypto) [Payments](/industry/payments) [SaaS](/industry/saas) [Airlines](/industry/airlines) [Gaming](/industry/gaming) [Hospitality](/industry/hospitality) [Healthcare](/industry/healthcare) Trusted by the best Solutions ## One platform, full browser runtime visibility to catch fraud and stop attacks 01PCI Compliance02AI Agent Detection03User Account Fraud04Chargeback Evidence ### Fully Automate PCI DSS Requirements 6.4.3 & 11.6.1 PCI DSS 4.0.1 requirements 6.4.3 and 11.6.1 are now mandatory. 6.4.3 requires a complete, justified script inventory on every payment page. 11.6.1 requires continuous header and script monitoring for unauthorized changes. cside automates both, with QSA-ready reports and VikingCloud validation. [Read more →](/solutions/pci-shield) - Automated script inventory for every payment page - Continuous monitoring for unauthorized changes - Audit-ready reports generated on demand - VikingCloud-approved, accepted by leading QSAs - Real-time alerts on script changes VendorsCategoriesJustificationLast seenStatus Tracelane tracelane.io ApprovedPendingApproved AnalyticsApril 15th 2026 Records anonymous session events for conversion attribution Created by![cside](/_astro/cside-shield.BGIzN277.svg)cside AI April 15th 2026 ApprovedPendingApproved Pixelio pixelio.co ApprovedPendingApproved MarketingApril 15th 2026 Fires conversion pixels on completed checkouts Created by![cside](/_astro/cside-shield.BGIzN277.svg)cside AI April 15th 2026 ApprovedPendingApproved Helio helio-analytics.com ApprovedPendingApproved AnalyticsApril 15th 2026 Verified hash matches the previous approved version Created by![cside](/_astro/cside-shield.BGIzN277.svg)cside AI April 15th 2026 ApprovedPendingApproved Beamline beamline.com ApprovedPendingApproved CommunicationApril 15th 2026 Loads support chat widget after user interaction Created by![cside](/_astro/cside-shield.BGIzN277.svg)cside AI April 15th 2026 ApprovedPendingApproved cside First-party ApprovedPendingApproved First-partyApril 15th 2026 First-party telemetry agent, managed by cside Created by![cside](/_astro/cside-shield.BGIzN277.svg)cside AI April 15th 2026 ApprovedPendingApproved [ ![PCI DSS](/_astro/pcidss.DepZxFFP.webp) PCI DSS 4.0.1 SAQ-D ![SOC 2](/_astro/soc2.DjN9-wmt.webp) SOC 2 Type II ![GDPR](/_astro/gdpr.nWnOIUUo.svg) GDPR Compliant 99.9% Uptime SLA ](https://trust.cside.com) The Problem ## You've secured your servers. The browser is still a blind spot. Scripts, AI agents, and fraud all exploit the same gap: the browser layer your server-side tools cannot see. ### Third-party scripts change without warning Your analytics tag or payment library can be compromised silently. Server logs show nothing. Under PCI DSS 4.0.1, an unauthorized script change on a payment page is a compliance failure. ### AI agents abuse your workflows AI agents run inside real browsers, bypassing WAFs. They hit checkout flows, deplete inventory, and commit account fraud. Browser-layer detection catches them before your server knows. ### Fraud happens before the server sees it Credential stuffing and chargeback fraud begin in the browser. Your server only sees the outcome. cside captures the signals before the transaction is registered. Script skimming, data exfiltration, fraud, and AI agent abuse all happen in the browser, after your server has delivered a clean page. It is the attack surface most security teams cannot see, and the one static scans and block-lists miss, because cside watches it as it executes, in real time. Fingerprinting ## The internet's most precise device identity platform Don't take our word for it. See it yourself. Device Device type Browser Operating system Virtual machine   I'M A DEVELOPER Hello, visitor   VISIT SUMMARY INCOGNITO IP ADDRESS GEOLOCATION VPN   No data. Proxy   No data. Virtual Machine   No data. Network IP Address ISP Type   ASN   VPN Provider   Why cside ## Traditional security stops at the server. cside sees what executes inside the browser. Without cside ### Traditional server-side and perimeter security Traditional application security stops at the server. WAFs, SIEMs, and fraud tools cannot see what executes inside the browser after page delivery. - Only periodic scans, blind to client-side runtime behaviour between them - No inventory of scripts executing in the browser - Cannot detect data exfiltration or formjacking - Cannot detect AI agents or headless browsers in sessions - No session-level ATO signals before login completes With cside ### Browser visibility for security, fraud, and compliance A single view into every browser session: scripts, AI agents, bots, fraud signals, and compliance evidence. - Detects client-side runtime behaviour as it executes, not on a scan schedule - Complete script inventory and payload history per page load - Detects formjacking, Magecart, and data exfiltration - Identifies AI agents and bots in real browser sessions - Browser-layer ATO and credential stuffing detection How it works ## Install a single script. Get browser-layer visibility instantly. STEP 01 ### Add one script tag Drop one script tag into your page head. No SDK, no infrastructure changes, zero latency impact. Any stack. STEP 02 ### Collect browser signals cside captures every script execution, device fingerprint, and behavioural signal across 100% of real visitor sessions. No sampling. STEP 03 ### Detect threats in real time Script changes, AI agents, VPN usage, and fraud signals are flagged instantly. Alerts to Slack, Teams, email, or your webhook. STEP 04 ### Act on intelligence Export PCI DSS 6.4.3 and 11.6.1 compliance reports, chargeback evidence packages, or feed signals directly into your fraud and SIEM stack. Support ## Every customer gets direct access to our team. No ticket queues. Every customer from Free to Enterprise gets a shared Slack or Teams channel with cside engineers. Response SLA: under 15 minutes. - Shared Slack or Microsoft Teams channel - Direct line to security engineers, not first-line support - Feature requests go straight to the roadmap conversation - Response time SLA: under 15 minutes during business hours [Talk to a human](/book-demo) Alex Chen · 09:14 Hey, we've got a new gtm-loader.js flagged on our checkout page. Can you check if this looks legitimate or if it is a supply chain issue? Simon · cside · 09:16 · online Looking now. I can see the script was first introduced at 09:02 UTC, 12 minutes ago. The payload has changed from yesterday's known-good baseline. I would treat this as a potential supply chain compromise. Can you pause your GTM container while we investigate? Alex Chen · 09:17 Done. This is exactly why we have you. Thank you. Integrations ## Seamlessly integrate with your favorite tools Connect seamlessly with popular platforms and services to enhance your workflow. [Get Started](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=cta_section) > “Works out of the box. Documentation is great. Free plan is generous. ” > “Straightforward to implement. Cleanly covers PCI DSS 6.4.3 and 11.6.1. ” > “ We started seeing real value within the first week. ” Reviews ★★★★★ 4.9/5 · 37 reviews and ratings shown on SourceForge [See all our reviews](https://csidereviews.com) [![SourceForge](/_astro/sourceforge-badge-top-performer-cside.BYf4qRec_2l4hmS.webp) Top Performer](https://sourceforge.net/software/product/cside/)[![G2](/_astro/g2_rating.Cglv-8ND_Z1AX3ev.webp) Highly Rated ](https://www.g2.com/products/cside/reviews)[![VikingCloud](/_astro/vikingcloud.DcZbfhNC_jcVWr.svg) PCI DSS Validated](https://www.globenewswire.com/news-release/2025/05/28/3089889/0/en/c-side-Evaluated-by-VikingCloud-Against-New-PCI-DSS-4-0-1-Security-Requirements.html) Awards [![High Performer Summer 2026 - G2 Web Security](/_astro/g2-high-performer-summer-2026.Bx4m634Y_mrkU3.svg)](https://www.g2.com/products/cside/reviews)[![Top Performer Spring 2026 - SourceForge Web Security](/_astro/sourceforge-top-performer-spring-2026.BwFM3h3Z_1MU5jB.svg) ](https://sourceforge.net/software/product/cside/)[![Customers Love Us - SourceForge reviews](/_astro/sourceforge-customers-love-us.DkzJZQaK_ZiARgT.svg) ](https://sourceforge.net/software/product/cside/)[![Most Loved - TopBusinessSoftware reviews](/_astro/topbusinesssoftware-most-loved.BoqMVvmP_uBnLD.svg)](https://topbusinesssoftware.com/products/cside/reviews/) Pricing ## Start free, scale when ready No credit card required. Free plan stays free. Script Security Fingerprint Most popular Free Up to 2,000 pageviews. PCI DSS 6.4.3 and 11.6.1 included. No credit card required. $0 /month [Start for free](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=pricing) - Up to 2,000 pageviews/month - Unlimited domains - 7-day script history retention - PCI DSS 6.4.3 and 11.6.1 dashboard Business For up to 100,000 payment page views and beyond. Full PCI DSS 4.0.1 compliance automation. 14-day free trial. from $99 /month [Start trial](https://dash.cside.com/auth/signup?plan=business&utm_source=landing&utm_medium=website&utm_content=pricing) - Unlimited domains - Full PCI DSS 6.4.3 and 11.6.1 compliance dashboard - 30-day script history retention - Dependency graph & vendor load chain - Granular per-vendor permissions control Enterprise For high-volume payment pages and organisations that need custom SLA, SSO, and dedicated support. Custom [Talk to an expert](/book-demo) - Custom payment page view limits - 90-day script history retention - 99.9% uptime SLA - SSO and multi-team org layer - Dedicated account manager Free Up to 1,000 API calls/month. Device fingerprint ID, cross-session recognition, and basic intelligence signals. $0 /month [Start for free](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=pricing_fingerprint) - Up to 1,000 API calls per month - Device Fingerprint ID - Cross session recognition - Basic intelligence signals - 7-day data retention Business Browser fingerprinting with 99.7% accuracy across sessions, VPNs, and incognito mode. All intelligence signals including AI agent detection and VPN detection. $99 /month [Get started](https://dash.cside.com/auth/signup?plan=business&utm_source=landing&utm_medium=website&utm_content=pricing_fingerprint) - All intelligence signals - AI agent detection - VPN and proxy detection - 30-day data retention - IP enrichment and threat intelligence Enterprise For high-volume traffic and organisations that need chargeback fingerprinting, custom data retention, SSO, and dedicated support. Custom [Talk to an expert](/book-demo) - Chargeback Evidence (CB911) - Custom data retention - 99.9% uptime SLA - SSO and organisation layer - Dedicated account manager - Source data fields Need more? See the full pricing breakdown. [View all plans](/pricing) FAQ ## Questions, answered The short version of what teams ask us before they sign up. 01 Does cside route traffic through a proxy or reverse proxy? No. cside deploys via a single JavaScript snippet added to your page. No traffic is routed through cside infrastructure, there is no reverse proxy, no CDN dependency, and no changes to your DNS configuration. The snippet runs directly in your visitors' browsers, which is how cside achieves full session visibility with zero latency impact and no single point of failure in your traffic path. If you have seen cside described as a proxy-based tool elsewhere, that description is inaccurate. 02 Does the cside script slow down my website? No. The cside script is no slower than any other analytics script you may already be running. Downloading the script takes around 20-40 ms, while execution takes approximately 10-12 ms (the blink of an eye is 300 ms). Because this happens in parallel with other render-blocking resources such as stylesheets, the impact on page load is virtually imperceptible. 03 What is browser-layer security and why does my WAF not cover it? Browser-layer security monitors what executes inside your visitors' browsers after a page loads: third-party scripts, AI agents, bots, outbound data requests, and session behaviour. A WAF inspects traffic at the server boundary and stops there. It cannot see JavaScript running client-side, data leaving the browser via third-party script calls, or AI agents operating inside a real browser session. Those events happen after the server has delivered a clean page. cside covers this gap with 100% session visibility and zero added latency, deployed via a single script tag. 04 What are PCI DSS 4.0.1 requirements 6.4.3 and 11.6.1, and how does cside satisfy them? PCI DSS 4.0.1 requirement 6.4.3 mandates that organizations maintain a complete, authorized inventory of all scripts on their payment pages and document each script's purpose and integrity. Requirement 11.6.1 mandates continuous monitoring of payment page HTTP headers and script content for unauthorized changes. Both became mandatory on March 31, 2025. cside satisfies both automatically: it inventories every script in real visitor sessions, generates AI-written justifications per script, monitors headers in real time, and produces audit-ready reports accepted by QSAs. VikingCloud has validated cside for these requirements. 05 How does cside detect AI agents and bots that look like real visitors? AI agent detection requires browser-layer behavioural analysis. AI agents operate inside real browser environments, rotate residential IPs, solve CAPTCHAs, and generate session patterns that defeat IP-based and signature-based detection. cside identifies them by what executes inside the session: atypical device fingerprints, scripted typing cadence with zero variance, absence of natural mouse movement, autofill injection into payment fields, and behavioural signals inconsistent with human navigation. Detection happens before the server registers a login or transaction event. cside achieves 99.7% device fingerprint accuracy across sessions (platform data, 2024 to 2025) with no SDK changes required. 06 What is a Magecart attack, and how does cside stop web skimming? A Magecart attack is a web skimming attack in which malicious JavaScript is injected into a legitimate third-party script to steal payment card data and PII directly from the browser. The attack runs entirely client-side, after the server delivers a clean page. WAFs, SASTs, and pen tests see none of it. cside monitors every third-party script payload in real visitor sessions, not simulated crawls. When a script changes, cside detects it in under 60 seconds on average (platform data, 2024 to 2025), alerts the team, and logs the full payload for forensic investigation and PCI audit evidence. 07 How does cside help win chargeback disputes? Winning a card dispute requires session-level evidence captured at transaction time, not reconstructed after a chargeback is filed. Visa and Mastercard dispute processes increasingly require device fingerprints, browser session timelines, script activity logs, and behavioural signals as proof. cside captures full session context automatically for every transaction. When a dispute is filed, a pre-built evidence package is ready to export in 2 seconds. Merchants using cside for chargeback evidence see an average 40% increase in dispute win rates (platform data, 2024 to 2025). cside integrates directly with Chargebacks911 for end-to-end dispute management. Didn't find what you were looking for? [Talk to our team](/book-demo) Get Started ## See what's running in your visitors' browsers. One script tag. Full browser-layer visibility: PCI DSS 6.4.3 and 11.6.1 compliance, AI agent detection, account takeover prevention, and chargeback evidence. 100% session coverage. Zero latency. [Start for free](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=cta_section) [Talk to an expert](/book-demo) ![cside script analysis view](/images/cside-script-standalone.png) ![cside PCI vendors dashboard](/images/cside-pci-vendors.png) ## Pricing Source: https://cside.com/pricing Pricing # Find the right plan for your team Free plan included. No credit card required to start. Scale as you grow. PCI DSS compliance Client-side protection AI agent detection User account fraud Chargeback evidence Automates PCI DSS 4.0.1 requirements 6.4.3 and 11.6.1, monitoring scripts on your payment and checkout pages only. Priced by payment page views, not total site traffic. Detects Magecart, web skimming, e-skimming, and malicious third-party scripts in 100% of visitor sessions with no sampling. Identifies AI agents, headless browsers, and autonomous bots by their browser fingerprint, scripted cadence, and session behaviour. Detects OpenAI Operator, Claude for Chrome, Puppeteer, Playwright, and Selenium. Prevents account takeover and credential stuffing at the browser layer, before a login attempt reaches the server. Device fingerprinting with 99.7% accuracy across VPNs, incognito mode, and cookie clearing. Captures device fingerprints tied to order IDs at transaction time. Pre-built evidence packages ready to export in seconds. Direct integration with Chargebacks911 for end-to-end dispute management. Select your number of monthly payment page views For PCI DSS compliance, count only your payment and checkout page views, not total site traffic. In GA4, filter Reports > Engagement > Pages and Screens by your /checkout, /payment, or /cart URLs. In HubSpot, go to Reports > Analytics Tools > Traffic Analytics > Pages. Note: Only payment page views count toward your cside limit, not total site traffic. 100K150K200K250K300K400K500K ### Not sure which plan fits? 15-min call with an expert. No sales pitch, we'll just help you pick. [ Talk to a human ](/talk-to-us)[Leave a message](/pricing-questions) ### Above 500K? Let's build a custom plan. Volume pricing, custom SLA, SSO and a dedicated account manager. A 15-minute call is faster than the slider. [ Talk to an expert ](/talk-to-us) Select your monthly API calls 50K100K150K200K250K300K400K500K ### Not sure which plan fits? 15-min call with an expert. No sales pitch, we'll just help you pick. [ Talk to a human ](/talk-to-us)[Leave a message](/pricing-questions) ### Above 500K? Let's build a custom plan. Volume pricing, custom SLA, SSO and a dedicated account manager. A 15-minute call is faster than the slider. [ Talk to an expert ](/talk-to-us) Monthly Yearly \-16% Free Everything you need to start PCI DSS compliant $0 / month Up to 2,000 pageviews. PCI DSS 6.4.3 and 11.6.1 included. No credit card required. [Start for free](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=pricing) - Up to 2,000 pageviews/month - Unlimited domains - 7-day script history retention - PCI DSS 6.4.3 and 11.6.1 dashboard Most popular Business Enhanced protection for growing teams PCI DSS compliant $99 / month For up to 100,000 payment page views and beyond. Full PCI DSS 4.0.1 compliance automation. 14-day free trial. [Start trial](https://dash.cside.com/auth/signup?plan=business&utm_source=landing&utm_medium=website&utm_content=pricing) - Unlimited domains - Full PCI DSS 6.4.3 and 11.6.1 compliance dashboard - 30-day script history retention - Dependency graph & vendor load chain - Granular per-vendor permissions control Enterprise Built for large-scale traffic PCI DSS compliant Custom For high-volume payment pages and organisations that need custom SLA, SSO, and dedicated support. [Talk to an expert](/book-demo) - Custom payment page view limits - 90-day script history retention - 99.9% uptime SLA - SSO and multi-team org layer - Dedicated account manager Free Get started with fingerprinting $0 / month Up to 1,000 API calls/month. Device fingerprint ID, cross-session recognition, and basic intelligence signals. [Start for free](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=pricing_fingerprint) - Up to 1,000 API calls per month - Device Fingerprint ID - Cross session recognition - Basic intelligence signals - 7-day data retention Most popular Business Full-featured fingerprinting with advanced intelligence signals. $99 / month Browser fingerprinting with 99.7% accuracy across sessions, VPNs, and incognito mode. All intelligence signals including AI agent detection and VPN detection. [Get started](https://dash.cside.com/auth/signup?plan=business&utm_source=landing&utm_medium=website&utm_content=pricing_fingerprint) - All intelligence signals - AI agent detection - VPN and proxy detection - 30-day data retention - IP enrichment and threat intelligence Enterprise Built for large-scale traffic Custom For high-volume traffic and organisations that need chargeback fingerprinting, custom data retention, SSO, and dedicated support. [Talk to an expert](/book-demo) - Chargeback Evidence (CB911) - 99.9% uptime SLA - Custom data retention - SSO and organisation layer - Dedicated account manager - Source data fields > “Works out of the box. Documentation is great. Free plan is generous. ” > “Straightforward to implement. Cleanly covers PCI DSS 6.4.3 and 11.6.1. ” > “ We started seeing real value within the first week. ” Reviews ★★★★★ 4.9/5 · 37 reviews and ratings shown on SourceForge [See all our reviews](https://csidereviews.com) [![SourceForge](/_astro/sourceforge-badge-top-performer-cside.BYf4qRec_2l4hmS.webp) Top Performer](https://sourceforge.net/software/product/cside/)[![G2](/_astro/g2_rating.Cglv-8ND_Z1AX3ev.webp) Highly Rated ](https://www.g2.com/products/cside/reviews)[![VikingCloud](/_astro/vikingcloud.DcZbfhNC_jcVWr.svg) PCI DSS Validated](https://www.globenewswire.com/news-release/2025/05/28/3089889/0/en/c-side-Evaluated-by-VikingCloud-Against-New-PCI-DSS-4-0-1-Security-Requirements.html) Awards [![High Performer Summer 2026 - G2 Web Security](/_astro/g2-high-performer-summer-2026.Bx4m634Y_mrkU3.svg)](https://www.g2.com/products/cside/reviews)[![Top Performer Spring 2026 - SourceForge Web Security](/_astro/sourceforge-top-performer-spring-2026.BwFM3h3Z_1MU5jB.svg) ](https://sourceforge.net/software/product/cside/)[![Customers Love Us - SourceForge reviews](/_astro/sourceforge-customers-love-us.DkzJZQaK_ZiARgT.svg) ](https://sourceforge.net/software/product/cside/)[![Most Loved - TopBusinessSoftware reviews](/_astro/topbusinesssoftware-most-loved.BoqMVvmP_uBnLD.svg)](https://topbusinesssoftware.com/products/cside/reviews/) Compare all Script Security features Compare all Fingerprint features Every feature, every plan. Hover the help icon for details. Chargeback evidence is session-level proof captured at transaction time, including device fingerprints, browser timelines, and behavioural signals, used to win card dispute arbitration with Visa, Mastercard, and Chargebacks911. Free Business Enterprise Client-side Protection Real-time malicious domain alerts Real-time malicious domain alerts Real-time malicious domain alerts CSP reporting endpoint 50k CSP reporting endpoint 1M CSP reporting endpoint Custom Real-time script payload alerts Real-time script payload alerts Real-time script payload alerts Granular per-vendor permissions control Granular per-vendor permissions control Granular per-vendor permissions control E-skimming, clickjacking and cryptojacking defence E-skimming, clickjacking and cryptojacking defence E-skimming, clickjacking and cryptojacking defence Script blocking Script blocking Script blocking Dependency graph & vendor load chain Dependency graph & vendor load chain Dependency graph & vendor load chain Crawler-based analysis Crawler-based analysis Crawler-based analysis PCI Compliance PCI DSS 6.4.3 and 11.6.1 dashboard PCI DSS 6.4.3 and 11.6.1 dashboard PCI DSS 6.4.3 and 11.6.1 dashboard Script history retention 7 days Script history retention 30 days Script history retention 90 days Unauthorized code blocking CSP only Unauthorized code blocking CSP + hybrid Unauthorized code blocking CSP + hybrid AI powered script compliance justification AI powered script compliance justification AI powered script compliance justification Privacy Monitoring GDPR violation prevention GDPR violation prevention GDPR violation prevention CCPA violation prevention CCPA violation prevention CCPA violation prevention HIPAA violation prevention HIPAA violation prevention HIPAA violation prevention Support Email support Email support Email support Slack and Microsoft Teams channel Slack and Microsoft Teams channel Slack and Microsoft Teams channel Dedicated implementation engineer Dedicated implementation engineer Dedicated implementation engineer Uptime SLA Uptime SLA Uptime SLA 99.9% Integrations Webhook and email notifications Webhook and email notifications Webhook and email notifications SSO SSO SSO S3 log push S3 log push S3 log push SIEM integrations SIEM integrations SIEM integrations Ticketing integrations (Linear, Jira) Ticketing integrations (Linear, Jira) Ticketing integrations (Linear, Jira) Compliance platform integrations (Vanta, Drata) Compliance platform integrations (Vanta, Drata) Compliance platform integrations (Vanta, Drata) Compliance Attestation of Compliance (AoC) Attestation of Compliance (AoC) Attestation of Compliance (AoC) SOC 2 Type II SOC 2 Type II No exclusions, we did it properly SOC 2 Type II No exclusions, we did it properly Audit logs Audit logs Audit logs Payment Credit card Credit card Credit card AWS Marketplace AWS Marketplace AWS Marketplace ACH / bank transfer ACH / bank transfer ACH / bank transfer Custom enterprise terms Custom enterprise terms Custom enterprise terms Free Business Enterprise Intelligence Signals Device Fingerprint ID Device Fingerprint ID Device Fingerprint ID Cross session recognition Cross session recognition Cross session recognition Device compromise / hostile environment detection Device compromise / hostile environment detection Device compromise / hostile environment detection VPN detection VPN detection VPN detection AI agent detection AI agent detection AI agent detection IP enrichment and threat intelligence IP enrichment and threat intelligence IP enrichment and threat intelligence Chargeback Evidence Chargeback Evidence Chargeback Evidence Data Retention Data retention period 7 days Data retention period 30 days Data retention period Custom Support Email support Email support Email support Slack and Microsoft Teams channel Slack and Microsoft Teams channel Slack and Microsoft Teams channel Uptime SLA Uptime SLA Uptime SLA 99.9% SSO and organisation layer SSO and organisation layer SSO and organisation layer Dedicated account manager Dedicated account manager Dedicated account manager Support ## Every customer gets direct access to our team. No ticket queues. Every customer from Free to Enterprise gets a shared Slack or Teams channel with cside engineers. Response SLA: under 15 minutes. - Shared Slack or Microsoft Teams channel - Direct line to security engineers, not first-line support - Feature requests go straight to the roadmap conversation - Response time SLA: under 15 minutes during business hours [Talk to a human](/book-demo) Alex Chen · 09:14 Hey, we've got a new gtm-loader.js flagged on our checkout page. Can you check if this looks legitimate or if it is a supply chain issue? Simon · cside · 09:16 · online Looking now. I can see the script was first introduced at 09:02 UTC, 12 minutes ago. The payload has changed from yesterday's known-good baseline. I would treat this as a potential supply chain compromise. Can you pause your GTM container while we investigate? Alex Chen · 09:17 Done. This is exactly why we have you. Thank you. FAQ ## Pricing, answered 01 What counts as a pageview for PCI DSS compliance pricing? For PCI DSS compliance (requirements 6.4.3 and 11.6.1), only your payment and checkout pages count toward your cside limit, not your entire website. To find your payment page views, filter by your /checkout, /payment, or /cart URLs in GA4 under Reports > Engagement > Pages and Screens. 02 What is a payment page for PCI DSS purposes? A payment page is any page where a cardholder enters, reviews, or confirms card data, including checkout forms, payment confirmation screens, and stored card management pages. Monitoring these pages for unauthorized script changes is required by PCI DSS 4.0.1 requirements 6.4.3 and 11.6.1. Only payment page views count toward your cside limit, not total site traffic. 03 Does cside help with account takeover and credential stuffing? Yes. The cside Fingerprint product detects account takeover (ATO) and credential stuffing at the browser layer, before a login attempt reaches the server. cside identifies automated login bots by their scripted typing cadence, absent mouse movement, device fingerprint mismatches, and autofill injection patterns inconsistent with human behaviour. AI agent detection is included in the Fingerprint Business plan and identifies sessions driven by autonomous agents such as OpenAI Operator or Amazon Buy For Me. 04 How much does cside cost? cside has a permanent free plan at $0/month covering up to 2,000 pageviews. For PCI DSS compliance, pricing is based only on views of your payment and checkout pages, not your total site traffic. Script Security Business starts at $99/month for up to 100,000 payment page views, scaling to $499/month for 500,000. Fingerprint Business is $99/month. Enterprise pricing is custom. No credit card is required to start on any free plan. 05 What is the difference between Script Security and Fingerprint plans? Script Security monitors every third-party script on your site in 100% of visitor sessions, with no sampling. It automates PCI DSS 4.0.1 compliance for requirements 6.4.3 and 11.6.1, and detects Magecart and web skimming attacks. Because cside runs in every session, not a sample, you catch targeted attacks that only fire for specific users, geographies, or times. It is priced by payment page views per month. Fingerprint provides browser fingerprinting, device fingerprinting, AI agent detection, account takeover prevention, credential stuffing detection, and chargeback evidence capture. It is priced by API calls. Both are included in the Enterprise plan. 06 Is there a free trial for the Business plan? Yes. Both Script Security Business and Fingerprint Business include a 14-day free trial. The free plan on both products is permanent: it does not expire and does not require a trial period. 07 How long does deployment take? Deployment takes under five minutes. Add one script tag to your site and cside begins monitoring immediately with no performance impact. PCI DSS 4.0.1 script inventory for requirements 6.4.3 and 11.6.1 populates within the first 24 hours of real traffic. AI-written script justifications are generated automatically. 08 What does the Enterprise plan include? Enterprise includes custom payment page view limits, 90-day script and fingerprint data retention, 99.9% uptime SLA, SSO, multi-team organisation layer, dedicated account manager, SIEM integrations, S3 log push, compliance platform integrations (Vanta, Drata), AWS Marketplace billing, ACH payment, and custom enterprise terms. It covers both Script Security and Fingerprint. 09 Will cside break my payment pages or slow down my site? No. cside is a single lightweight script tag. It does not sit in front of your traffic, does not act as a proxy, and does not intercept or modify requests between your users and your servers. Some competitors use a proxy or reverse-proxy architecture, which introduces latency and a single point of failure. cside never does this. Your payment pages load exactly as they do today. cside observes what executes in the browser and alerts you. It does not sit in the critical path of any transaction. 10 How does cside detect AI agents on my site? cside fingerprinting detects AI agents, autonomous browsers, and headless automation frameworks through a combination of browser automation signals, environment tampering checks, and behavioural fingerprints. The Fingerprint Events API returns a bot field for every identification call, covering AI browser agents such as OpenAI Operator, Claude for Chrome, and Perplexity Comet, as well as headless browsers like Puppeteer, Playwright, and Selenium, and classic scrapers. Detection runs server-side after the client-side script submits a fingerprint, so it cannot be bypassed by modifying browser headers alone. 11 How does cside help win chargeback disputes? Winning a card dispute requires session-level evidence captured at transaction time, not reconstructed after a chargeback is filed. Visa and Mastercard dispute processes increasingly require device fingerprints, browser session timelines, script activity logs, and behavioural signals as proof. cside captures full session context automatically for every transaction with 100% session coverage and no sampling. When a dispute is filed, a pre-built evidence package is ready to export in seconds. Merchants using cside for chargeback evidence see an average 40% increase in dispute win rates (platform data, 2024-2025). 12 How does cside integrate with Chargebacks911? cside integrates directly with Chargebacks911 (CB911) for end-to-end dispute management. The Chargeback Evidence feature, available in the Fingerprint Enterprise plan, captures device fingerprints tied to order IDs at transaction time and formats pre-built evidence packages that meet CB911's dispute submission requirements. When a dispute is raised, your evidence package exports in seconds rather than hours. The integration removes the manual work of assembling evidence after the fact and gives your disputes team the session-level proof that card network arbitration increasingly requires. 13 What is a pageview? A pageview is counted each time a page on your monitored site loads in a browser and the cside script executes. For PCI DSS compliance pricing, only views of your payment and checkout pages count toward your limit, not total site traffic. 14 What is an API call? API usage is measured in fingerprint requests. Each time your application calls sendClientTelemetry, it counts as one call. Your dashboard gives you a live view of request volume across all monitored properties. 15 Does cside offer pricing based on Monthly Tracked Users (MTU)? Yes, on the Enterprise plan. cside supports MTU-based pricing as an alternative to pageview or API call volume. You pay based on the number of unique users fingerprinted each month rather than total request count. This model works well for sites with high repeat-visit traffic, where per-request pricing would otherwise inflate costs without adding coverage. Didn't find what you were looking for? [View all FAQ](/faq) ## Start monitoring in five minutes. Add one script tag and get full browser-layer visibility. PCI DSS 6.4.3 and 11.6.1 compliance automated from day one. [Start for free](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=pricing) [Book a demo](/book-demo) ## Solutions ### Solutions | Client-Side Security Platform | cside Source: https://cside.com/solutions Solutions # Complete Client-Side Security & Compliance Platform Stop client-side attacks, meet compliance requirements, and prevent fraud with one security platform. [Book a Demo](/book-demo) [Talk to an expert](/contact) Security ## Client-Side Protection Solutions [ 01 ### Client-Side Security Full protection against malicious scripts and client-side attacks with real-time monitoring. Learn more](/solutions/client-side-security)[ 02 ### AI Agent Detection Detect agentic traffic on your website and enforce guardrails with client-side controls. Learn more](/solutions/ai-agent-detection)[ 03 ### Bot Detection Browser-layer bot detection and management that reads intent, catching automation, anti-detect browsers, and malicious AI agents. Learn more](/solutions/bot-detection)[ 04 ### Content Security Policy Free CSP management tool with automatic policy generation, violation monitoring, and easy dashboard control. Learn more](/solutions/csp)[ 05 ### Device-Bound Sessions Tie every web session to its device and kill any session replayed elsewhere, stopping stolen-token account takeover. Learn more](/solutions/device-bound-sessions) Compliance ## Regulatory Compliance Solutions [ 01 ### PCI Shield Meet PCI DSS 4.0.1 requirements 6.4.3 and 11.6.1 with automated compliance monitoring and reporting. Learn more](/solutions/pci-shield)[ 02 ### Privacy Watch Real-time client-side data management and privacy policy enforcement for GDPR compliance. Learn more](/solutions/privacy-watch)[ 03 ### VPN Detection Know when a user is using a VPN. Comply with location-specific laws and prevent bypasses via VPN. Learn more](/solutions/vpn-detection) Fraud Prevention ## Advanced Fraud Detection & Prevention [ 01 ### Device Fingerprinting Reduce chargeback fraud with compelling evidence using advanced device fingerprinting technology. Learn more](/solutions/chargeback-evidence)[ 02 ### Applicant Check Stop fraudulent job applications with device fingerprinting and behavioral analysis. Learn more](/use-cases/applicant-check)[ 03 ### Signup Shield Turn every signup into a real-time trust verdict that stops fake accounts, trial abuse, and multi-accounting. Learn more](/solutions/signup-shield)[ 04 ### Residential Proxy Detection Catch abuse routed through real household IP addresses that pass every reputation check. Learn more](/solutions/residential-proxy-detection) Why Choose cside ## The Complete Client-Side Security Platform 01 ### Real-Time Protection Monitor and control every script that loads in your users' browsers. Detect and block malicious behavior before it compromises user data or business operations. Learn about [third-party scripts](/glossary/3rd-party-script) and [current attack trends](/blog/client-side-attack-report-q2-2025) . 02 ### Compliance Ready Built-in support for [PCI DSS](/use-cases/compliance/pci-dss) , [GDPR](/use-cases/compliance/gdpr) , [CCPA/CPRA](/use-cases/compliance/ccpa-cpra) , [HIPAA](/use-cases/compliance/hipaa) , [SOX](/use-cases/compliance/sox) , and [ISO/IEC 27001](/use-cases/compliance/iso27001) requirements. Automated reporting and audit trails make regulatory compliance effortless. 03 ### Fraud Prevention Advanced device fingerprinting and behavioral analysis to prevent chargebacks, identity fraud, and application fraud across your platform. Get started ## Protect your client-side surface Set up a free trial in minutes, or talk to our team about a tailored deployment. [Book a Demo](/book-demo) [Talk to an expert](/contact) ### AI Agent Security: Block Attackers, Guide Shoppers | cside Source: https://cside.com/solutions/ai-agent-detection AI Agent Detection # AI Agent Security: Block Agentic Attackers, Guide Agentic Shoppers Detect AI agents live. Welcome trusted shoppers while blocking scraping and fraud. [ Book a demo ](/book-demo)[ Start for free ](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=hero)[ See pricing ](/pricing?product=ai) Behavioral signal layerbrowser use · computer use · livebrowser use session · humancomputer use session · agentexample.com/checkouthuman · verifiedEmailsam@acme.devCard number4242 4242 4242 4242Order notesComplete purchaseSubtotal$128.00Shipping$0.00Total$128.00Payments are encrypted end to endsam@acme.dev · autofillagent session · connectingexample.com/checkoutautomated · flaggedEmailsam@acme.devCard number4242 4242 4242 4242Order notesAI-written text patterns · 0.97Complete purchaseSubtotal$128.00Shipping$0.00Total$128.00Payments are encrypted end to endmouse trajectoryscroll cadencekeystroke spacingσ 57 msmouse trajectoryscroll cadencekeystroke spacingσ 0 mscside · behavioral detectionmouse trajectoryscroll cadencekeystroke spacingtyping rhythmAI-written text patternsbrowser-use automationHow it moves, scrolls, types, and writes -a few of the 250+ signals cside reads.cside behavioral detection AI brought us the Business to Agent (B2A) era. Brands are racing to win over millions of new website "shoppers". Defending against millions of AI website attackers will be left for security teams as an after-thought. And the technical instruments to deal with this do not exist yet. Traditional bot detection checks "are you a human". Now teams need to check "are you acting on behalf of a human" - and validate if those actions are with good intention (to purchase) or bad intention (scrape content, find vulns., test credit cards). We're a team of veteran security engineers. After specializing in the client-side space (monitoring what happens in the browser) for years, we're applying a unique detection engine to this "agentic trust" challenge. ![Simon Wijckmans](/_astro/simon-webinar-image.Cm7WNcmo_Z1vdvJQ.webp) Simon Wijckmans Founder, cside ### $3 trillion+ in new revenue McKinsey predicts global revenue orchestrated from agentic commerce hit $3 to $5 trillion by 2030. ### VISA & Mastercard Accept Agents In 2025, both VISA and Mastercard launched infrastructure to accept agentic payments. ## AI agents are already on your website Good "consumer" agents need guidance on your website. For example, on a checkout page, how should an agent handle selecting upsells? Proper optimization leads to more revenue. Poor optimization leads to angry calls to the bank saying "your website tricked my AI agent into buying more than I asked for". Detected Agents Last 24h AgentTypeSessions OpenAI Operatoropenai.com consumer 847 Amazon Buy For Meamazon.com consumer 1,243 Perplexity Shopperplexity.ai consumer 421 Unknown Agent\- unknown 156 Googlebotgoogle.com crawler 2,891 ## We tested bot detection tools. None of them worked for AI agents. 8/10 times they failed to detect our malicious AI agents. And we were barely trying. In fact we intentionally tried to get caught and still slipped through most times. This made it clear to us that "bot detection" tools are not ready for: - → Pirates: Scraping premium content at scale (video streaming, music, art) - → Payment Fraudsters: Credit card testing, chargeback abuse - → Hackers: Brute force scanning for vulnerabilities, creating false accounts TestingAI Shopper Traditional Binary detection "Is this a bot?" Allow With cside Intent classification "What's the intent?" Guide Optimized checkout Browser Signals ## Monitor browser-layer signals to understand agent intent AgentSessionsTrust OpenAI Operator openai.com 1.2k 92 Unknown Agent \- 847 18 Perplexity Shop perplexity.ai 634 71 SECURITY ## See every agent on your website. Decide who to trust. AI agents reveal themselves in the browser, where traditional bot detection tools have weak visibility. cside reads those signals in real time, as the agent acts, so browser-layer (or client-side) monitoring keeps agents within safe boundaries. With cside: - Deanonymize AI sessions: See agent origin (ChatGPT, Amazon, unknown) and what actions they're performing. - Monitor browser-layer signals: Spot suspicious VPN/proxy usage, plus in-session behavior, mouse-movement patterns, scroll behavior, typing cadence, and UI interactions, that exposes false-identity agents. - Stop abusive activity: Block, allow, or guide interactions based on agent trust score and perceived purpose. AGENTIC COMMERCE ## Make your website easier for consumer agents to use Agents interface with APIs and MCPs, but many of them rely on a "browser" to complete tasks. Just like humans, the easier the experience is, the more they come to you. With cside: - Guide agent behavior: Apply page level logic that tells agents what's allowed (upsells, discounts, account edits, or checkout actions). - Measure agentic performance: Track which agent interactions drive conversions or failed actions. - Set escalation rules: Define event triggers pause or redirect agent flows for human approval. Agent Guardrails OpenAI Operator 1 Product Page 2 Cart Page 3 Checkout Agent Action Add to cart Rule: Auto-allow Action Allowed Proceeding automatically Industries ## Designed for industries that face AI-driven website fraud ### e-commerce Fraudulent agents simulate real buyers to abuse coupons, test stolen credit cards, and distort analytics. ### Streaming & Media AI agents scrape premium content to feed piracy networks or train other LLM models without permission ### Airlines & Transit Agents automate refund arbitrage and seat-blocking attacks. ### Banks & Fintech Autonomous agents attempt to submit deepfaked KYC info and micro transfer fraud. SECURITY USE CASES ## Defend against AI agent threats 01 ### Content Scraping Automated agents can scrape content from streaming or art marketplace platforms at scale. Content is republished or used to train LLM models without permission undermining the exclusive content revenue model. 02 ### Ticket Scalping LLM powered bots now reason around CAPTCHAs and queue systems, securing tickets faster than humans. Scalpers resell those tickets at a premium to genuine fans, damaging your consumer trust. 03 ### Fake Profile Creation Synthetic agents generate real identities, creating fake accounts that poison analytics or abuse sign-up rewards. Agents can maintain their identity by responding to messages or interacting with your platform as if they were human. 04 ### Card Testing & Payment Fraud AI agents test thousands of card numbers across domains using reasoning to avoid detection. Spacing requests, rotating proxies, and using human-like timing keeps them hidden from traditional fraud tools. COMMERCIAL USE CASES ## Enable agentic commerce, safely 01 ### Checkout page guardrails When an AI agent encounters a checkbox or button for an upsell, it needs clear guidance on how to proceed. You can define escalation rules that require human approval, preventing unintended cart changes that customers will dispute. 02 ### Boundaries for agent actions Set governance rules for what actions AI agents can perform. Allow safe actions such as browsing or cart additions, while switching agents into read-only (or no access) mode on sensitive pages. 03 ### Gain data to improve agentic experiences Instead of blocking every bot that isn't Google, identify AI agents with commercial intent. Track where their actions fail and use that insight to improve agentic conversions for new revenue. Pricing ## Start free, scale when ready No credit card required. Free plan stays free. Script Security Fingerprint Most popular Free Up to 2,000 pageviews. PCI DSS 6.4.3 and 11.6.1 included. No credit card required. $0 /month [Start for free](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=pricing) - Up to 2,000 pageviews/month - Unlimited domains - 7-day script history retention - PCI DSS 6.4.3 and 11.6.1 dashboard Business For up to 100,000 payment page views and beyond. Full PCI DSS 4.0.1 compliance automation. 14-day free trial. from $99 /month [Start trial](https://dash.cside.com/auth/signup?plan=business&utm_source=landing&utm_medium=website&utm_content=pricing) - Unlimited domains - Full PCI DSS 6.4.3 and 11.6.1 compliance dashboard - 30-day script history retention - Dependency graph & vendor load chain - Granular per-vendor permissions control Enterprise For high-volume payment pages and organisations that need custom SLA, SSO, and dedicated support. Custom [Talk to an expert](/book-demo) - Custom payment page view limits - 90-day script history retention - 99.9% uptime SLA - SSO and multi-team org layer - Dedicated account manager Free Up to 1,000 API calls/month. Device fingerprint ID, cross-session recognition, and basic intelligence signals. $0 /month [Start for free](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=pricing_fingerprint) - Up to 1,000 API calls per month - Device Fingerprint ID - Cross session recognition - Basic intelligence signals - 7-day data retention Business Browser fingerprinting with 99.7% accuracy across sessions, VPNs, and incognito mode. All intelligence signals including AI agent detection and VPN detection. $99 /month [Get started](https://dash.cside.com/auth/signup?plan=business&utm_source=landing&utm_medium=website&utm_content=pricing_fingerprint) - All intelligence signals - AI agent detection - VPN and proxy detection - 30-day data retention - IP enrichment and threat intelligence Enterprise For high-volume traffic and organisations that need chargeback fingerprinting, custom data retention, SSO, and dedicated support. Custom [Talk to an expert](/book-demo) - Chargeback Evidence (CB911) - Custom data retention - 99.9% uptime SLA - SSO and organisation layer - Dedicated account manager - Source data fields Need more? See the full pricing breakdown. [View all plans](/pricing) FAQ ## Questions, answered 01 How is client-side monitoring for AI agents different than securing APIs or MCPs? Some agents interact with APIs and MCPs. These are systems where agents access your site through code, sending questions to your server and receiving responses. Many agents will also interact with your website through a "browser" in the same way a human would. This is known as the client-side. The client-side includes visual interface elements along with code interaction. Client-side monitoring from tools like cside look at code execution and behavior in browser sessions, which reveal clues and grant control that API, MCP, and server-level security tools miss. 02 How do I detect AI agents on my website? Agents reveal themselves through browser layer signals. Often times they show known IPs or signatures from major LLM platforms (ChatGPT, Anthropic, Amazon). Fraudulent agents may try to hide their identity but can be caught by looking at timing patterns, fingerprint mismatches, suspicious network requests, and behavior on your web pages. A common goal is account abuse; see our [guide to stopping AI agents from creating fake accounts](/blog/signup-shield-stop-ai-agents-fake-accounts). The easiest way to identify agents is through an AI bot detection solution like cside; for a wider view, see [how leading bot and agent trust management platforms compare](/blog/anti-bot-software). This platform shows you a dashboard of known and unknown agents on your site and what they are doing. 03 How do I block AI agents on my website? If you auto block anything that looks automated, you'll also block legitimate agents. A better approach is to use a tool like cside that can block AI agents based on behavior; for guidance on picking one, see [how to evaluate and choose an AI agent detection solution](/blog/how-to-choose-ai-agent-detection-solution). You can set rules that adapt according to where an agent is coming from, if their identity is known, and a perceived trust score from their behavior. Behavior-based rules matter most against payment fraud; see [how AI agents probe payment flows to test stolen cards](/blog/how-to-block-ai-card-testing-agents). 04 Can cside detect AI-generated text submitted by agents? Yes. Alongside behavioral signals, mouse-movement patterns, scroll behavior, and typing cadence read from your own first-party JavaScript, cside includes an AI-generated-text detection engine. Pass the contents of a form field an agent fills in (a message, a review, a profile bio) and cside returns whether the text was written by a human or generated by AI, giving you another signal to separate trusted agents from abusive ones. 05 Will consumers really use AI agents to make purchases? Yes. They already are. Tools like Amazon Buy For Me are processing purchases end to end for consumers. Mastercard and VISA both launched infrastructure in 2025 to accept agentic payments. While some consumers might be hesitant to allow agents full buying power, agents are also comparing prices, checking stock availability, doing research, and performing other tasks in the "buying journey". Didn't find what you were looking for? [Talk to our team](/book-demo) Stay ahead ## Block agentic attackers, welcome agentic shoppers Detect and control agentic traffic in real time. Free plan, no credit card required. [Start for free](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=hero) [Book a demo](/book-demo) ### Bot Detection Software: Intent-Based Bot Management | cside Source: https://cside.com/solutions/bot-detection Bot Detection # Bot Detection Software: See Intent, Not Just Signatures Catch modern bots with 250+ live browser, device, and behavioral signals. [ Book a demo ](/book-demo)[ How it works ](#how-it-works)[ See pricing ](/pricing?product=ai) Behavioral signal layerbrowser use · computer use · livebrowser use session · humancomputer use session · agentexample.com/checkouthuman · verifiedEmailsam@acme.devCard number4242 4242 4242 4242Order notesComplete purchaseSubtotal$128.00Shipping$0.00Total$128.00Payments are encrypted end to endsam@acme.dev · autofillagent session · connectingexample.com/checkoutautomated · flaggedEmailsam@acme.devCard number4242 4242 4242 4242Order notesAI-written text patterns · 0.97Complete purchaseSubtotal$128.00Shipping$0.00Total$128.00Payments are encrypted end to endmouse trajectoryscroll cadencekeystroke spacingσ 57 msmouse trajectoryscroll cadencekeystroke spacingσ 0 mscside · behavioral detectionmouse trajectoryscroll cadencekeystroke spacingtyping rhythmAI-written text patternsbrowser-use automationHow it moves, scrolls, types, and writes -a few of the 250+ signals cside reads.cside behavioral detection Why signature-based bot detection falls short ## The bots got smarter - 01 ### Bots run in real browsers now Modern attacks use automation frameworks inside real Chrome instances and anti-detect browsers. They pass CAPTCHAs, render JavaScript, and look human to network-layer defenses. - 02 ### Signatures and IP lists are always a step behind Static bot signatures and IP blocklists catch yesterday's bots. Attackers rotate residential proxies and spoof fingerprints faster than any list can update. - 03 ### Not every bot is bad Search crawlers, monitoring tools, and trusted AI shopping agents are good traffic. Blunt blocking hurts SEO and conversions, you need to read intent, not just detect automation. WITH CSIDE - Catch bots that pass CAPTCHA and rotate IPs, using 250+ first-party browser and behavioral signals, including mouse movement, scroll behavior, and typing cadence - Tell malicious automation apart from good bots and trusted AI agents with intent-based scoring - Detect anti-detect browsers, headless frameworks, and residential-proxy traffic - Flag AI-generated text submitted through your forms, pass a review, bio, or support message and cside tells you whether a human or an AI wrote it - Feed real-time bot risk into your existing fraud, login, and checkout stack How it works ## How cside detects bots 01 ### First-party signal collection cside runs from your own JavaScript, so there is no third-party collector for bots to detect and feed, and nothing for ad blockers to strip. 02 ### Behavioral & device analysis 250+ browser, device, and behavioral signals, mouse-movement patterns, scroll behavior, typing cadence, and more, expose automation, anti-detect browsers, and headless frameworks that sail past CAPTCHA. 03 ### Intent scoring Separate malicious automation from good bots and trusted AI agents, so you block abuse without hurting SEO or real shoppers. 04 ### Real-time response Feed bot risk into your login, checkout, and fraud stack in real time, challenge, block, or allow with conditions. Compare ## More than a signature list Traditional bot tools match known signatures and IP lists. cside reads what the browser actually does. Approach cside Bot Detection Signature & IP Tools Detection method First-party browser, device & behavioral signals (mouse, scroll, typing cadence) Known bot signatures and IP reputation Signal collection Your own first-party JavaScript, nothing to block or feed Third-party collector bots can detect and evade Bots in real browsers Detects automation & anti-detect browsers that pass CAPTCHA Often fooled by real-browser automation Good vs bad bots Intent scoring keeps crawlers and trusted AI agents Binary block or allow AI agents Detects and classifies agentic traffic No agent-specific signal AI-generated text Flags AI-written text in form fields, reviews, sign-ups, support messages No text-origin signal Response options Challenge, block, or allow with conditions via SDK Hard block creates friction and false positives Beyond blocking ## Beyond block-or-allow 01 Blocking every bot the moment it's flagged invites a cat-and-mouse game and blocks good traffic too. 02 With cside's signals and SDK you decide the response per request: block abuse, step up verification, or allow trusted automation. 03 Keep search crawlers and trusted AI shopping agents while stopping scraping, credential stuffing, and fake-account creation. 04 Bot signals share the same first-party layer as fingerprinting, account-takeover, and AI-agent detection, one script, one source of truth. Pricing ## Start free, scale when ready No credit card required. Free plan stays free. Script Security Fingerprint Most popular Free Up to 2,000 pageviews. PCI DSS 6.4.3 and 11.6.1 included. No credit card required. $0 /month [Start for free](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=pricing) - Up to 2,000 pageviews/month - Unlimited domains - 7-day script history retention - PCI DSS 6.4.3 and 11.6.1 dashboard Business For up to 100,000 payment page views and beyond. Full PCI DSS 4.0.1 compliance automation. 14-day free trial. from $99 /month [Start trial](https://dash.cside.com/auth/signup?plan=business&utm_source=landing&utm_medium=website&utm_content=pricing) - Unlimited domains - Full PCI DSS 6.4.3 and 11.6.1 compliance dashboard - 30-day script history retention - Dependency graph & vendor load chain - Granular per-vendor permissions control Enterprise For high-volume payment pages and organisations that need custom SLA, SSO, and dedicated support. Custom [Talk to an expert](/book-demo) - Custom payment page view limits - 90-day script history retention - 99.9% uptime SLA - SSO and multi-team org layer - Dedicated account manager Free Up to 1,000 API calls/month. Device fingerprint ID, cross-session recognition, and basic intelligence signals. $0 /month [Start for free](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=pricing_fingerprint) - Up to 1,000 API calls per month - Device Fingerprint ID - Cross session recognition - Basic intelligence signals - 7-day data retention Business Browser fingerprinting with 99.7% accuracy across sessions, VPNs, and incognito mode. All intelligence signals including AI agent detection and VPN detection. $99 /month [Get started](https://dash.cside.com/auth/signup?plan=business&utm_source=landing&utm_medium=website&utm_content=pricing_fingerprint) - All intelligence signals - AI agent detection - VPN and proxy detection - 30-day data retention - IP enrichment and threat intelligence Enterprise For high-volume traffic and organisations that need chargeback fingerprinting, custom data retention, SSO, and dedicated support. Custom [Talk to an expert](/book-demo) - Chargeback Evidence (CB911) - Custom data retention - 99.9% uptime SLA - SSO and organisation layer - Dedicated account manager - Source data fields Need more? See the full pricing breakdown. [View all plans](/pricing) FAQ ## Questions, answered 01 How is cside's bot detection different from a WAF or CAPTCHA? A WAF works at the network layer and a CAPTCHA tests for human interaction, both are routinely bypassed by automation running inside real browsers and by anti-detect browsers built to defeat them. cside works in the browser itself, reading 250+ device and behavioral signals from your own first-party JavaScript, so it catches bots that already passed the WAF and solved the CAPTCHA. 02 Will cside block good bots like Googlebot or AI shopping agents? No, that's the point of intent scoring. cside distinguishes malicious automation from legitimate crawlers, monitoring tools, and trusted AI agents, so you can stop scraping, credential stuffing, and fake-account abuse without hurting SEO or turning away agentic shoppers. You define the response per signal using our SDK. 03 Can cside detect anti-detect browsers and headless frameworks? Yes. Anti-detect browsers and headless frameworks (such as automated Chrome) are designed to look like ordinary visitors, but they leave device and behavioral inconsistencies that show up in first-party signals. cside reads those signals on the live page rather than relying on a static signature list, so it flags automation even when the underlying IPs and fingerprints rotate. 04 What behavioral signals does cside read to catch bots? cside reads in-session behavioral signals from your own first-party JavaScript, mouse-movement patterns, scroll behavior, and typing cadence, alongside device and browser signals. Automation and AI agents struggle to reproduce natural human movement: scripted typing has near-zero variance, mouse paths are absent or unnaturally linear, and scrolling is mechanical. Reading these on the live page catches bots that pass CAPTCHA and rotate IPs. 05 Can cside detect AI-generated text in form submissions? Yes. cside includes an AI-generated-text detection engine: pass the contents of a form field, a product review, a signup bio, a support message, and cside returns whether the text was written by a human or generated by AI. It's a useful signal against fake reviews, spam sign-ups, and AI-driven abuse that looks legitimate at the network layer. 06 How does bot detection relate to cside's other products? Bot detection shares the same first-party signal layer as cside's [device intelligence](/solutions/device-intelligence), [account-takeover](/use-cases/account-takeover), and [AI agent detection](/solutions/ai-agent-detection). One script deployment feeds all of them, so bot signals, fraud signals, and agent classification come from a single source of truth on your live pages. 07 How is cside deployed? cside deploys via a single first-party script tag, no proxy, no reverse proxy, no CDN dependency, and no DNS changes. Bot signals start flowing from real visitor sessions as soon as the script is live, and you can route them into your existing login, checkout, and fraud stack. Didn't find what you were looking for? [Talk to our team](/book-demo) Stop the bots that get through ## Catch bots by intent, not signature First-party browser signals across real visitor sessions. Deploys via a single script tag. [Book a demo](/book-demo) [Talk to sales](/book-demo) ### Chargeback Fraud Prevention Software | Device Evidence… Source: https://cside.com/solutions/chargeback-evidence Chargeback Evidence # Chargeback Fraud Prevention with Device Evidence Prove who made each purchase with first-party device evidence built for chargeback disputes. [ Book a demo ](/book-demo-chargebacks)[ How it works ](#how-it-works)[ See pricing ](/pricing?product=chargebacks) Device Device typeMacbook Pro 14”🍎 BrowserChrome◉ Operating systemMac OS X Virtual machineClear Network IP Address🇺🇸102.91.103.206 ISPINEA TypeResidential ASN29465 Security checks VPNClear ProxyDetected TorClear VMClear BotClear TamperingClear IncognitoDetected Dev ToolsClosed 16 signals captured at transaction · ready to dispute Export to dispute portal Industry shift ## Visa's rules are changing 01 First-party fraud is rising "Friendly Fraud" now accounts for up to 75% of all chargebacks 02 Visa is tightening merchant ratios By 2026, Visa is dropping dispute ratios to 0.9% for merchants and 0.5% for acquirers (banks). 03 High TC40 counts (VAMP) High VAMP ratios lead to fines, higher processing fees, or account termination. WITH CSIDE - Use device fingerprinting for Compelling Evidence 3.0 - Eliminate unwanted TC40s from friendly fraud attempts - Recover revenue and cut down charge back fees altogether - Keep VAMP ratios within thresholds to avoid penalties How it works ## Chargeback evidence, end to end User Agent Screen Res Timezone Language #8f92a4c7... 01 ### Browser Based Fingerprinting Fingerprint every device your visitors use and generate a unique hash. Location Device IP Network CE 3.0 READY 02 ### Compelling Evidence 3.0 When a cardholder files a dispute, cside can provide CE 3.0 data Purchase Device Dispute Device VS 100% Match Bank Verified 03 ### Demonstrate Legitimate Purchases Visa/bank will check the device match in accordance with CE 3.0 requirements TC40 Rate: 0.00% 0 blocked 04 ### Stop Chargeback in Pre-Dispute Raised disputes are auto-blocked and removed from your TC40 count Privacy Compliance: cside fingerprinting is built from non-sensitive, permission-free signals. Webinar ## Webinar: How to Reduce Chargebacks with Browser Fingerprinting Watch our discussion with chargeback fraud expert Justin Clements, where we discuss why merchants relying on receipts and proof of delivery are falling behind. To win against consumer first-party fraud, merchants are being pushed to use evidence layers like browser fingerprinting - which is the strongest signal in VISA's CE 3.0 program. [Watch Webinar](/webinar-chargebacks911-cside) ![Simon Wijckmans](/_astro/simon-webinar-image.Cm7WNcmo_YDFhs.webp) Simon Wijckmans CEO & Founder · cside ![Justin Clements](/_astro/justin-clements.CrT-dOkx_ZtJFoM.webp) Justin Clements Director of Media Relations · Chargebacks911 Industries ## Designed for industries struggling with chargebacks [ ### Airlines & Transit Prove legitimate ticket purchases and prevent loyalty program fraud. ](/industry/airlines)[ ### Hospitality Show the same device booked the room and filed the claim. ](/industry/hospitality)[ ### Online entertainment and iGaming Stop repeat offenders from claiming back after entertainment. ](/industry/gaming)[ ### eCommerce Stop "this wasn't me" claims when the same device browsed & checked out. ](/industry/ecommerce) Compare ## Why cside chargeback evidence outperforms every alternative Feature cside Device Identifier Traditional evidence methods Covers every device Generates a unique hash for laptops, desktops, and mobiles (96 % accuracy) Mobile: uses IMEI only and Desktops/laptops: often lack a reliable ID Privacy-friendly data Builds the hash from non-sensitive, permission-free signals IPs, cookies, and other user data can raise privacy concerns Consistent proof for disputes Same hash shows that the customer's device was used across multiple transactions. Evidence is fragmented (different identifiers per platform) Quick, light integration One client-side script, hash delivered via API or webhook Multiple tools or manual log pulls to gather device details Pricing ## Start free, scale when ready No credit card required. Free plan stays free. Script Security Fingerprint Most popular Free Up to 2,000 pageviews. PCI DSS 6.4.3 and 11.6.1 included. No credit card required. $0 /month [Start for free](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=pricing) - Up to 2,000 pageviews/month - Unlimited domains - 7-day script history retention - PCI DSS 6.4.3 and 11.6.1 dashboard Business For up to 100,000 payment page views and beyond. Full PCI DSS 4.0.1 compliance automation. 14-day free trial. from $99 /month [Start trial](https://dash.cside.com/auth/signup?plan=business&utm_source=landing&utm_medium=website&utm_content=pricing) - Unlimited domains - Full PCI DSS 6.4.3 and 11.6.1 compliance dashboard - 30-day script history retention - Dependency graph & vendor load chain - Granular per-vendor permissions control Enterprise For high-volume payment pages and organisations that need custom SLA, SSO, and dedicated support. Custom [Talk to an expert](/book-demo) - Custom payment page view limits - 90-day script history retention - 99.9% uptime SLA - SSO and multi-team org layer - Dedicated account manager Free Up to 1,000 API calls/month. Device fingerprint ID, cross-session recognition, and basic intelligence signals. $0 /month [Start for free](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=pricing_fingerprint) - Up to 1,000 API calls per month - Device Fingerprint ID - Cross session recognition - Basic intelligence signals - 7-day data retention Business Browser fingerprinting with 99.7% accuracy across sessions, VPNs, and incognito mode. All intelligence signals including AI agent detection and VPN detection. $99 /month [Get started](https://dash.cside.com/auth/signup?plan=business&utm_source=landing&utm_medium=website&utm_content=pricing_fingerprint) - All intelligence signals - AI agent detection - VPN and proxy detection - 30-day data retention - IP enrichment and threat intelligence Enterprise For high-volume traffic and organisations that need chargeback fingerprinting, custom data retention, SSO, and dedicated support. Custom [Talk to an expert](/book-demo) - Chargeback Evidence (CB911) - Custom data retention - 99.9% uptime SLA - SSO and organisation layer - Dedicated account manager - Source data fields Need more? See the full pricing breakdown. [View all plans](/pricing) FAQ ## Questions, answered 01 What is chargeback friendly fraud and how does it hurt my business? Chargeback fraud is when customers report a transaction to their bank or payment provider that claims was unauthorized, yet was legitimate. A chargeback usually will occur after a customer receives the goods or services, leaving you without the product or the payment for it. Fees from payment providers can vary, and usually includes the price of the item plus a chargeback fee tacked on by the provider. This can also lead to your merchant account being flagged as high-risk, and with too high of a chargeback rate can lead to your account being terminated. For context on [Visa's 2026 VAMP ratio changes that tightened merchant thresholds](/blog/vamp-2026-merchant-playbook), see our merchant playbook. 02 How do fraudulent customers get away with false chargeback claims? Customers can exploit the consumer protection system by telling their bank a purchase was unauthorized or fraudulent. Banks, wanting to do right by their customer, will side with them initially and reverse the payment while investigating the claim. The burden of proof falls on the merchant, and most businesses will struggle to provide the correct evidence to win the claim. Most customers performing chargebacks are aware of how the system works, and will target businesses that they believe can't fight back. 03 What makes device fingerprinting effective against chargeback fraud? Device fingerprinting creates a unique identity for every visitor to your website by analyzing details given by their browser, device, and how they behave on the site. cside's solution generates these identifiers with further telemetry like installed plugins, screen resolution, and dozens of other little details that can determine who you are. This fingerprint remains consistent across sites, even if a customer changes their account or card, giving you the upper hand in proving they truly were the one who made the purchase. To understand which signals actually win a dispute, see [the four CE 3.0 data elements Visa mandates and what wins a case](/blog/compelling-evidence-3-requirements-data-points). 04 How can I prove that a customer actually made a purchase they're disputing? With cside's device fingerprinting technology, every purchase can be linked to a unique identifier that tracks the customer's behavior through their entire journey on your site. In the end, you'll have a complete record of everything they used to make the purchase - giving you concrete evidence proving that their device was used for the purchase, and effectively disproving it was unauthorized at all. 05 Why do traditional fraud prevention methods fail against chargeback fraud? Traditional fraud tries proactively to block suspicious transactions before the sale happens, but chargeback fraud happens after the sale happens. Most security measures aren't going to be able to identify customers who are going to try and dispute a charge later - because these customers, on paper, look legitimate until they're not. Continuously monitoring customer behavior patterns and device consistency over time allows you to identify repeat offenders. 06 How much does chargeback fraud typically cost businesses? Costs can vary, but most businesses usually would lose 2-3 times the original price of the transaction, after factoring in lost product, chargeback fees, administrative costs, and higher processing rates as a result of the chargeback. Higher risk industries can see chargeback rates at 5 to 10%, but low-risk industries can expect an average of 0.5-1% of transactions. 07 How does device fingerprinting help me build stronger chargeback dispute cases? By fingerprinting a user's device, it provides your business a competitive advantage by being able to document the customer's journey with timestamps and device consistency data, showing their bank that it indeed was the customer who made the purchase. This evidence just makes it harder for the customer to claim that it was unauthorized. For a step-by-step look at [how to remove a TC40 from your VAMP ratio using CE 3.0](/blog/how-to-remove-tc40-via-compelling-evidence-3), see our guide. Didn't find what you were looking for? [Talk to a chargeback expert](/book-demo-chargebacks) Stop paying for fraud ## Win disputes with device evidence One-script setup. Hash-based proof in hand for every transaction. [Start free](/book-demo-chargebacks) [Book a demo](/book-demo) ### Third-Party Script Monitoring & Security | cside Source: https://cside.com/solutions/client-side-security Client-Side Security # Third-Party Script Monitoring: See What Every Script Does on the live page Monitor every third-party script in real time and catch targeted payloads that static scans miss. [ Book a demo ](/book-demo-client-side-security)[ Watch Demo Video ](/landing/client-side-security-demo-video)[ See pricing ](/pricing?product=clientside) Grid background Securecheckout.yoursite.com cside Active Scripts4 loaded analytics.js 12kb cdn-lib.js 45kb stripe.js 28kb tracker.min.js 3kb Monitoring active scripts Why Third-Party Script Monitoring Is a Security Requirement ## The invisible layer - 01 ### The invisible attack layer A single compromised script can skim data for weeks, staying hidden from traditional security tools - 02 ### Legacy solutions have blindspots CSPs, Crawlers, and JS agents were built for static threats. Modern attacks evade these approaches with dynamic code. - 03 ### Regulatory pressure is increasing PCI DSS 4.0.1 requires client-side monitoring. GDPR penalizes companies for data leaks from malicious or misconfigured scripts. WITH CSIDE - Automatically monitor what every script does and block malicious behavior instantly - Protect users from e-skimming, Magecart, hostile redirects, and other attacks - Adhere to PCI DSS and GDPR by enforcing strict controls on script data exposure - Maintain script integrity and secure payment portals to protect customer trust and brand reputation How it works ## Client-side protection built for the modern web Live Session session\_8f2a ▶ Session Start 0ms ◆ DOM Ready 124ms ◇ Scripts Loaded 256ms ⚠ Cookie Access 512ms 01 ### Monitor every session cside mirrors every live session and sees how scripts execute in your users' browser AI Script Analysis Ready script\_analysis.js 1var \_0x5f3a=\['\\x68\\x74\\x74'\]; 2\_0x5f3a\['push'\]('\\x70\\x73'); 3eval(\_0x5f3a\['join'\]('')); 02 ### Analyze every script AI-powered engine de-obfuscates malicious JavaScript, ensures script integrity, and flags suspicious activity Your Site evil.com Monitoring forensic\_log.txt \[10:42:01\] Session active \[10:42:03\] Monitoring scripts 03 ### Stop attacks Real-time mitigation stops data exfiltration instantly, and every event is forensically logged Behavioral Analysis Monitoring CSP / WAF cside Static Rules Behavior Analysis 04 ### Catch dynamic attacks Spot the modern attacks that evade CSPs, Crawlers, and JS Agents Deployment ## Choose your security approach Select the method that best fits your security needs and technical requirements. ### Script Method Easiest "I care about client-side security and I need something that will be easy to explain to the rest of the team." We check script behaviors in the browser and fetch the scripts on our side for analysis. Your site traffic is never routed through cside. Pros - Easiest to implement - No performance impact - Ability to stop script actions or block by URL, hash, or domain Trade-offs - \- Not always guaranteed to check the same script payload as the user got - but it's close - \- No performance gains on static or optimizable scripts Operating model Scripts I trust run as normal, scripts I don't trust get the full security treatment. ### Scan Method Fastest "I don't have the ability to add a script to the website." cside threat intel gathered by thousands of other websites with combined billions of visitors. Pros - Cheap - Fast and easy to setup Trade-offs - \- Client-side attacks are dynamic, a static scan is by design less likely to spot an attack - \- A highly targeted attack could succeed at avoiding detection Operating model Static scanning powered by threat intelligence from our network. ### Why We Approach It This Way Unlike modern operating systems, browsers do not have native support for 3rd party security vendors. CSP and SRI only cover so much, so we got to get creative. Most client-side detections using JavaScript in the browser are easy to reverse engineer and circumvent. Unfortunately, too strict client-side detections could break some client-side libraries. What a script for client-side security does is wrap APIs that can be used by bad actors and monitor which scripts use them. The problem is that not every script plays nicely with that. So for that reason, we've taken a much more elaborate approach for the most security conscious users. By combining the detections in the browser with detections on our own engine we create a balanced best of all worlds scenario. Balancing detection ability with ease of use with resilience and ultimately giving the customer the ability to choose the approach. Industries ## Built for industries handling sensitive data [ ### Payment providers Stop script skimmers before card data leaves the browser. Automate PCI DSS 6.4.3 & 11.6.1 with full audit trail. Explore](/industry/payments)[ ### eCommerce Block Magecart and e-skimming attacks on checkout pages. Keep customer payment data out of attacker hands. Explore](/industry/ecommerce)[ ### Gaming & Gambling Detect fraud, protect player accounts, and secure deposit flows from script-based attacks and data exfiltration. Explore](/industry/gaming)[ ### Hospitality & Travel Protect booking flows and traveller PII from compromised third-party scripts. Maintain PCI compliance across every property and platform. Explore](/industry/hospitality)[ ### Healthcare Keep PHI private and avoid HIPAA penalties from scripts leaking sensitive patient data through browser-side attacks. Explore](/industry/healthcare) Compare ## Why cside outperforms every alternative Our approach delivers advantages traditional tools can't match. We combine real user sessions with AI powered script analysis to gain a complete view of script behavior. Feature cside Traditional Solutions Detection model Watches script behavior as it executes, live in every real session Static or periodic scans, blind to changes between them Real User Monitoring Sees actual user behavior and script execution in production Crawlers only see sanitized versions of scripts Targeted Attack Detection Catches attacks aimed at specific user segments or time periods Misses attacks between periodic scans Script Security & Analysis Monitors actual script payloads and behavior in real-time, ensuring script integrity Only checks script sources, not what they do Third-Party Risk Detects when trusted providers are compromised Assumes trusted sources are always safe Dynamic Scripts Handles dynamically generated and obfuscated code Limited control over dynamic script execution Attack Prevention Analyzes scripts server-side where attackers can't interfere Client-side analysis vulnerable to tampering Historical Tracking Complete audit trail of script behavior over time Limited or no historical script tracking Future-Proofing Adapts to new attack techniques automatically Requires updates to detect new threats Demo ## See every script running on your site. This pre-recorded demo walks through your first-party, third-party and Nth-party dependencies, and what each one is doing in the browser. ![cside dashboard showing the third-party script dependency graph](/_astro/client-side-security-demo-video-preview-cside.CtUHCexS.webp) [ Watch Demo Video ](/landing/client-side-security-demo-video) Pricing ## Start free, scale when ready No credit card required. Free plan stays free. Script Security Fingerprint Most popular Free Up to 2,000 pageviews. PCI DSS 6.4.3 and 11.6.1 included. No credit card required. $0 /month [Start for free](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=pricing) - Up to 2,000 pageviews/month - Unlimited domains - 7-day script history retention - PCI DSS 6.4.3 and 11.6.1 dashboard Business For up to 100,000 payment page views and beyond. Full PCI DSS 4.0.1 compliance automation. 14-day free trial. from $99 /month [Start trial](https://dash.cside.com/auth/signup?plan=business&utm_source=landing&utm_medium=website&utm_content=pricing) - Unlimited domains - Full PCI DSS 6.4.3 and 11.6.1 compliance dashboard - 30-day script history retention - Dependency graph & vendor load chain - Granular per-vendor permissions control Enterprise For high-volume payment pages and organisations that need custom SLA, SSO, and dedicated support. Custom [Talk to an expert](/book-demo) - Custom payment page view limits - 90-day script history retention - 99.9% uptime SLA - SSO and multi-team org layer - Dedicated account manager Free Up to 1,000 API calls/month. Device fingerprint ID, cross-session recognition, and basic intelligence signals. $0 /month [Start for free](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=pricing_fingerprint) - Up to 1,000 API calls per month - Device Fingerprint ID - Cross session recognition - Basic intelligence signals - 7-day data retention Business Browser fingerprinting with 99.7% accuracy across sessions, VPNs, and incognito mode. All intelligence signals including AI agent detection and VPN detection. $99 /month [Get started](https://dash.cside.com/auth/signup?plan=business&utm_source=landing&utm_medium=website&utm_content=pricing_fingerprint) - All intelligence signals - AI agent detection - VPN and proxy detection - 30-day data retention - IP enrichment and threat intelligence Enterprise For high-volume traffic and organisations that need chargeback fingerprinting, custom data retention, SSO, and dedicated support. Custom [Talk to an expert](/book-demo) - Chargeback Evidence (CB911) - Custom data retention - 99.9% uptime SLA - SSO and organisation layer - Dedicated account manager - Source data fields Need more? See the full pricing breakdown. [View all plans](/pricing) FAQ ## Questions, answered 01 What is client-side security and why does it matter for my website? Client-side security protects users from threats that occur directly in their browser while visiting websites, particularly from malicious [third-party scripts](/glossary/3rd-party-script) and dependencies. These scripts can steal credit card details, personal information, session tokens, and cause major compliance violations without your knowledge. Unlike server-side attacks that target your infrastructure, [client-side attacks](/glossary/client-side-security) happen in real-time within users' browsers, making them invisible to traditional security tools like firewalls and server monitoring systems. 02 What are third-party scripts and why are they risky? Modern websites use JavaScript files from external sources for functionality, analytics, advertising, and user experience enhancements. These files are also called third-party scripts. These scripts are important to improve website performance, but just one malicious script can wreak havoc on your platform. It can skim credit card details ([Magecart attacks](/glossary/magecart-attacks)), steal login credentials and personal information, inject malicious redirects, and hijack user sessions. The problem with scripts is the fact that they have full website privileges, so by default, they have access to everything users see and input on your pages. 03 How do attackers use third-party scripts to harm users? They can attack supply chains, take over CDN domains, or inject malicious code into legitimate scripts. Any of these entry points can allow attackers to steal payment data in real-time, redirect users to malicious sites, capture form inputs and passwords, or inject fake payment forms. These attacks are conditional: they target specific users or activate at certain times, dodging security tools that rely on periodic scans. 04 What are some real-world examples of client-side attacks? Two major examples: the British Airways Magecart attack in 2018 and the 2024 [Polyfill.js](https://polyfill.io) hijack. In the British Airways attack, compromised third-party scripts stole credit card details from over 380,000 customers, leading to fines exceeding $200 million. The [Polyfill.js](https://polyfill.io) hijack let attackers take over a widely-used CDN domain, redirecting users on over 100,000 websites to adult and betting sites. A more recent 2026 case is the [AppsFlyer SDK supply-chain compromise: a polymorphic crypto-stealing payload](/blog/appsflyer-web-sdk-supply-chain-compromise-polymorphic-crypto-stealer), where a trusted analytics SDK was weaponized to silently drain visitors' crypto wallets. One compromised script can impact millions of users. 05 Why don't traditional security tools catch client-side attacks? Firewalls, server monitoring, and endpoint protection guard the server-side. Client-side attacks happen in users' browsers, where those tools are blind. Worse, these attacks are targeted and conditional: they can single out one user or fire only under specific conditions, running for weeks while affecting real visitors undetected. 06 What data can malicious scripts steal from financial websites? Financial websites are a gold mine for malicious third-party scripts. They can steal login credentials, personal information like SSNs and addresses, account numbers, transaction data, and payment details. This can be done by intercepting form submissions, capturing keystrokes, accessing browser storage, manipulating pages to create fake forms, and bypassing security measures. Because these scripts have full website privileges, they're dangerous for any financial site. 07 What percentage of credit card theft now happens through client-side attacks? According to Visa, 70% of all credit card theft now happens on the client-side. Server-side defenses alone aren't enough. Attackers have already shifted their focus to the browser, and businesses need client-side solutions to match. 08 How can I tell if my current security tools can detect sophisticated client-side attacks? Can your security tools show exactly what data each third-party script collects, or can they detect a malicious payload that fires for only 1 in 1,000 visitors or targets just 5% of users after 5 p.m.? If you're one of the 99% of companies that answer NO to this question, then you're vulnerable to sophisticated, conditional client-side attacks. 09 Does cside route traffic through a proxy or reverse proxy? No. cside deploys via a single JavaScript snippet added to your page. No traffic is routed through cside infrastructure, there is no reverse proxy, no CDN dependency, and no changes to your DNS configuration. The snippet runs directly in your visitors' browsers, which is how cside achieves full session visibility with zero latency impact and no single point of failure in your traffic path. If you have seen cside described as a proxy-based tool elsewhere, that description is inaccurate. 10 Does the cside script slow down my website? No. The cside script is no slower than any other analytics script you may already be running. Downloading the script takes around 20-40 ms, while execution takes approximately 10-12 ms (the blink of an eye is 300 ms). Because this happens in parallel with other render-blocking resources such as stylesheets, the impact on page load is virtually imperceptible. Didn't find what you were looking for? [Talk to a security expert](/book-demo-client-side-security) Stop client-side attacks ## Get visibility into every script Production-grade monitoring + blocking. Set up in under a day. [Start free](/book-demo-client-side-security) [Book a demo](/book-demo) ### Free CSP Management Software: Content Security Policy… Source: https://cside.com/solutions/csp Content Security Policy (CSP) # Free Content Security Policy (CSP) Management Software for Everyone Deploy and manage CSP from one place, with real-time script forensics included in your plan. [ Book a demo ](/book-demo)[ How it works ](#how-it-works) Grid Content-Security-Policy: script-src 'self' Scriptapp.js yoursite.com Waiting for resources... CSP Header Active Why CSP is Essential Base-Layer Security ## Why CSP is base-layer security - 01 ### Control Script Sources at the Browser Level CSP headers tell the browser which domains are allowed to serve JavaScript on your site. Any script from an unauthorized source gets blocked before it can execute, preventing obvious attacks from unknown domains. - 02 ### Automatic Policy Generation cside analyzes your website's script usage and generates optimized CSP policies automatically. No need to manually maintain a whitelist of approved domains; we handle the complexity for you. - 03 ### Continuous Updates and Monitoring As your website evolves and adds new third-party integrations, cside keeps your CSP policies up to date and alerts you to violations in real-time through our unified security dashboard. WITH CSIDE - 100% free CSP management and violation reporting - Automatic CSP policy generation and deployment - Real-time violation monitoring in unified dashboard - Combined CSP + client-side forensics for complete visibility How it works ## Everything you need for CSP management Site Scanner Ready Detected google.com evil.com cdn.js tracker.xyz analytics.js Generated Policy Awaiting scan... 01 ### Automatic Policy Generation Analyze your site and generate optimized CSP policies that balance security with functionality Policy Versions Synced 1.0 v1.0 12 scripts 1.1 v1.1 14 scripts CURRENT 02 ### Continuous Updates Keep policies current as your website adds new scripts and third-party integrations over time Violation Monitor Live Radar 142 Total Blocked Recent Violations 03 ### Violation Dashboard Monitor CSP violations in real-time with detailed reporting on blocked script attempts Domain Whitelist2 domains OK stripe.com OK google-analytics.com 04 ### Full Management Control Fine-tune policies, approve new domains, and manage CSP headers through an intuitive interface Industries ## Free security for all industries [ ### eCommerce Block unauthorized payment skimmers while allowing legitimate checkout scripts. ](/industry/ecommerce)[ ### Healthcare & Pharma Maintain baseline HIPAA compliance by controlling script sources on patient portals. ](/industry/healthcare)[ ### Payment Providers Prevent unauthorized scripts from accessing sensitive payment processing pages. ](/industry/payments) CSP Report Endpoint Pricing ## How cside compares against competitors We offer greater protection at a lower cost. Dangerous third-party scripts can be prevented with a properly configured Content Security Policy (CSP). You can deploy your CSP and use the cside endpoint included in your plan. We offer a single pane of glass to handle violations, reporting, and, combined with our client-side script, give you visibility into suspicious script behavior via full client-side forensics. cside DataDome Imperva Client Side Protection Reflectiz Report URI Cloudflare Page Shield Fastly Client-Side Protection CSP Report Endpoint Price $0.00 / year Enterprise + $4,990.00 / year Pro plan + $5,100.00 / year Starting at $5,000.00 / year Starting at $659.00 / year Advanced add-on Enterprise only Why cside ## Why cside outperforms every alternative 01 Vs. Crawler-Based Solutions: We can see real user behavior, not just sanitized crawler views, and can catch attacks aimed at specific segments. This allows us to detect threats between periodic scans. 02 Vs. Content Security Policy (CSP): We monitor script payloads, not just the sources, and can detect breaches at trusted third-party sources. We can handle dynamic scripts CSPs can't control. 03 Vs. Client-Side Agents: Bad actors can't bypass our undetectable monitoring capabilities. We can provide historical script behavior tracking and a future-proof solution against evolving techniques. FAQ ## Questions, answered 01 Why do you offer CSP for free? We believe every individual and operation should be able to secure themselves. The impact of a security incident reaches beyond the business, real human data is leaked and that can be disastrous. We understand that not every business has the resources to get the right security measures in place but the least we can do is provide options. Therefore, we want to contribute by offering this base level of security for free. 02 Why doesn't a Content Security Policy (CSP) make us PCI compliant? Requirement 6.4.3 and 11.6.1 of PCI DSS mandates script contents and security impacting HTTP headers to be monitored for changes. A Content Security Policy can only control the sources of where scripts are fetched from and some of the actions it takes. It has no visibility on the script payload. It cannot meet all the requirements of client-side security to meet PCI DSS demands. 03 Does a CSP provide enough security? CSP is a good starting point when it comes to client-side security. Depending on your needs it can provide enough security but it's not the highest level achievable and can be a painful thing to maintain with many adopters facing issues when scripts change. A CSP cannot see the contents of the script. Should they turn malicious how tight you set your CSP will define whether the malicious behaviour would be detected. 04 Are Content Security Policies enough to be PCI 6.4.3 & 11.6.1 compliant or stop attacks? CSP products let you list trusted domains and endpoints to send data to. The browser will then block everything else. But it never looks at the JavaScript itself. If an attacker slips bad code onto an approved CDN CSP would not catch it. Cside works the other way around: every script is analyzed on the payload level. We hash them and in case a malicious change took place either serve a clean version from before or blocked before the browser sees it. Our solution offers a dedicated dashboard view for PCI DSS compliance, it was even reviewed by VikingCloud which wrote a white paper about it. 05 How does cside's CSP endpoint compare to other CSP report endpoints? You can deploy a Content Security Policy and use the cside endpoint included in your plan. We offer a single pane of glass to handle CSP reporting and combined with our client-side script security solution. Giving you full visibility into suspicious script behavior. While other vendors charge separately for CSP report endpoints. With cside this functionality is included in your plan at no extra cost. Our integrated approach means CSP violations appear in the same dashboard as your other client-side security insights. 06 Does a Content Security Policy (CSP) help me with GDPR compliance? In some ways it might but its not an explicit requirement. Adopting security best practices is an indicative requirement of GDPR. And CSP would be a good baseline security measure to adopt. But the more fundamental security benefit is that you can define the script sources you wish to allow and prevent unexpected data exfiltration events. That goes a long way in the context of GDPR. It surely helps, but note that CSP is a tricky thing to maintain and has often caused incidents for those who adopt it. Didn't find what you were looking for? [Talk to a CSP expert](/book-demo) Free forever ## Deploy CSP without breaking the bank 100% free CSP management. Sign up and configure in minutes. [Get free CSP](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=hero) [Book a demo](/book-demo) ### Device-Bound Sessions | Stop Stolen Session Token Replay… Source: https://cside.com/solutions/device-bound-sessions Device-Bound Sessions # Make Every Web Session Device-Bound Bind each session to its original device and stop stolen tokens from working elsewhere. [ Book a demo ](/book-demo)[ How it works ](#how-it-works) This device Session bound DeviceMacBook Pro BrowserChrome 126 Location New York, US Token sess\_••••4f2a replayed Unknown device Mismatch DeviceWindows · unknown BrowserAnti-detect Location Proxy · NY Device mismatch, session blocked The gap ## How valid sessions end up on the wrong device 01 Infostealer logs Malware on a victim's machine scrapes live session cookies and sells them in bulk. The buyer imports the cookie and is logged straight in, no password, no MFA. 02 Adversary-in-the-middle phishing Reverse-proxy phishing kits relay the real login page, capture the post-MFA session token, and replay it. MFA is satisfied at login; the live session is already stolen. See [how token theft survives MFA](/blog/mfa-token-theft-device-code-phishing-trust-model). 03 Residential proxy replay Attackers route the stolen session through a proxy in the victim's own city to defeat IP and geo checks, so the hijacked session looks local and trusted. 04 Anti-detect browsers Purpose-built browsers spoof the victim's user agent, fonts, and device signals to make a hijacked session blend in with normal traffic. 05 On-device malware and RATs Remote-access tooling rides the victim's own device and session, so network-level controls never even see a new location. WITH CSIDE - Tie every session to the device that created it, from a baseline of 250+ browser, device, and network signals. - Catch a stolen token the moment it is replayed from a different device, IP, or browser environment. - Trigger step-up auth or kill the session before the attacker reaches account or payment data. - Works on every browser, pre-login through checkout, first-party, unsampled, no extra user friction. How it works ## How device-bound sessions work 01 ### Baseline the device at session start When a session begins, cside captures 250+ signals into a device profile and ties it to the session, the fingerprint a real user reproduces and an attacker can't. 02 ### Watch the session, not just the login Every request is checked against the session's device baseline, continuously, not only at the login moment where most tools stop looking. 03 ### Detect the device mismatch When a token is replayed from a different device, IP, or browser environment, the profile no longer matches. The shift is visible even before the cookie expires. 04 ### Step up or shut it down Feed the mismatch into your auth flow to force re-authentication, or invalidate the session outright, before the attacker touches sensitive data. Industries ## Built for sessions worth stealing [ ### FinTech & Banking Stolen session tokens bypass MFA to drain accounts. Bind the session to the device. ](/industry/payments)[ ### Crypto Platforms Hijacked sessions move funds irreversibly. Catch the device swap before withdrawal. ](/industry/crypto)[ ### SaaS & Tech One replayed admin session can expose a whole tenant. Tie sessions to known devices. ](/industry/saas)[ ### Online Gaming Account takeover via stolen sessions fuels item and balance theft. ](/industry/gaming) Compare ## Why cside device-bound sessions outperform the alternatives vs. MFA & passwords vs. Device scoring only vs. DBSC (Chrome-only) Secures the whole session, not just the login moment Acts on a device mismatch, challenges or kills the session, not just a risk score Protects every browser, not only Chrome Catches a valid token replayed from the attacker's device Re-checks the device continuously through the session Covers the journey before login too, signup, password reset, checkout No reliance on the user passing a second factor mid-session Built-in responses: step-up auth or session invalidation One first-party script, unsampled, no new hardware or browser support FAQ ## Questions, answered 01 What does a 'device-bound session' actually mean? It means a session only works on the device that created it. cside builds a device profile when the session starts and checks every request against it. If the same session shows up on another device, that mismatch can trigger a challenge or invalidation, so a stolen cookie on its own is no longer enough to take over the account. 02 How is this different from MFA? MFA proves who logged in. It does nothing once a session token exists, and stolen tokens are replayed after MFA is already satisfied. Device-bound sessions protect the part MFA leaves open: the live session that follows the login. See [why MFA-satisfied does not mean session-secure](/blog/mfa-token-theft-device-code-phishing-trust-model). 03 Does cside cryptographically bind the token the way DBSC does? No, and the two solve the problem differently. Google's Device Bound Session Credentials (DBSC) cryptographically tie a cookie to a hardware key, but only on Chrome and only after login. cside uses device intelligence to detect when a session moves to a new device, across every browser and every step of the journey. They are complementary, see [DBSC vs. device fingerprinting](/blog/dbsc-vs-device-fingerprinting). 04 How fast does it detect a stolen session? The device check runs on the session's own requests, so a replay from a different device, IP, or browser environment can be flagged in real time, often well before the stolen cookie would have expired. 05 Will legitimate users get logged out when they change networks or devices? No. cside scores the whole device profile, not a single signal, so an IP change on the same device reads very differently from a full device swap. You control the threshold and the response, challenge, step up, or invalidate. 06 Which attacks does this stop? Session hijacking from infostealer logs, adversary-in-the-middle phishing, residential-proxy replay, and anti-detect browsers, the paths that put a valid session on an attacker's device. For the broader threat, see [account takeover](/use-cases/account-takeover). 07 Do I need to replace my auth provider? No. cside runs alongside your existing auth and session layer and sends the device-mismatch signal into your flow, so you decide whether to step up or revoke. It is a layer, not a rip-and-replace. 08 How is it deployed? With one first-party script. Signals are collected on the first-party path, unsampled, with no measurable latency and without blocking the UI. Didn't find what you were looking for? [Talk to our team](/book-demo) Stop session hijacking ## Bind every session to its device One first-party script. Catch a stolen token the moment it lands on the wrong device. [Start free](/book-demo) [Book a demo](/book-demo) ### Device Intelligence: Detect Fraudulent Sessions & Bots… Source: https://cside.com/solutions/device-intelligence Device Intelligence # Device Intelligence: Detect Fraudulent Sessions, Bots & Account Fraud with Browser Fingerprinting Collect 250+ live browser, device, and behavioral signals to stop fraud as it happens. [ Book a demo ](/book-demo)[ Start for free ](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=hero)[ See pricing ](/pricing?product=fraud) Decorative connection spokes k.mason@gmail.com09:12 ksmason42@gmail.com09:14 k.m.mason@yahoo.com09:17 kmason+a@gmail.com09:21 kayem@proton.me09:23 k.mason42@gmail.com09:26 fp · 2b416176-a7f3c91e Account RiskHIGH same IP · 66.249.70.33 · 4 min window Fraud vectors ## Reduce fraud that eats into profit margins [01 Multi-Accounting](/use-cases/multi-accounting) [02 Fake Profiles](/use-cases/new-account-fraud) [03 Stolen Credit Card Testing](/use-cases/card-testing) [04 Account Takeover](/use-cases/account-takeover) [05 Fraudulent Chargebacks](/solutions/chargeback-evidence) [06 Account Sharing](/use-cases/account-sharing) Fingerprinting ## The internet's most precise device identity platform Don't take our word for it. See it yourself. Device Device type Browser Operating system Virtual machine   I'M A DEVELOPER Hello, visitor   VISIT SUMMARY INCOGNITO IP ADDRESS GEOLOCATION VPN   No data. Proxy   No data. Virtual Machine   No data. Network IP Address ISP Type   ASN   VPN Provider   ★★★★★ “cside's fingerprinting gives us the fraud visibility we never had before” , Security Team Lead, Enterprise e-commerce Platform Why Device Intelligence Matters ## Why fingerprinting matters - 01 ### Fraud losses are forecasted to grow MRC reports that [83% of merchants](https://cside.com/research-report-future-of-web-security-2026) experienced first-party misuse, ATO fraud, or refund abuse last year. Payment fraud costs e-commerce merchants [$48B/year.](https://cside.com/research-report-future-of-web-security-2026) These fraud vectors are forecasted to continue growing, pushing companies to increase spending on anti-fraud measures. - 02 ### Anti-fraud suites don't look inside the browser Traditional fraud stacks focus on transactions, network level signals, and predictive scoring with minimal real-time visibility into what happens in the browser runtime. - 03 ### AI agents are reshaping web fraud Automation through synthetic browsers ('agents') are used by both consumers and attackers. This adds noise to detection and bypasses traditional bot detection like CAPTCHAs and IP reputation; see [how stealth and anti-detect browsers enable AI-bot fraud at scale](/blog/stealth-browsers-and-anti-detect-browsers-explained). Advanced behavioral signals are needed to prevent AI-bot attacks on your website. WITH CSIDE - Collect 250+ signals (IP, geolocation, VPN/proxy, bot activity). - Feed risk scores with raw signals or pre-made alerts. - Catch web skimming that steals user credentials. - Inform decisions to challenge, block, or flag fraudulent users. How it works ## How cside fingerprinting works User Agent Screen Res Timezone Language #8f92a4c7... 01 ### Collect signals Lightweight script captures 250+ network, device, and behavioral signals on every page load. No cookies, and privacy compliant. Device IP Timezone Network Canvas Language visitor\_8f92a4c7 02 ### Identify every visitor Signals are combined into a persistent visitor ID that holds across sessions, incognito, cleared storage, and VPNs. Sessions0 0 flagged 03 ### Detect suspicious sessions Feed risk scoring based on bot detection, known malicious VPNs/IPs, and behavioral insights. IP RiskHigh DeviceSpoofed BehaviorBot-like Rules Engine 04 ### Make fraud decisions Send raw signals to your rules engine or use our preconfigured combinations to block, challenge, or flag suspicious visitors. Signals ## Raw signals for fraud prevention Access signals through a developer friendly API or webhooks. Protect payment & login pages, forms, and platform integrity. Geolocation VPN IP Address Proxy WebGL WebGPU Velocity Signals Bot Detection AI Agent Detection Device Fingerprint TOR Font Set Virtual Machine Automated Mouse Movement Automated Scrolls Industries ## Designed for frequently targeted industries [ ### e-Commerce Websites False friendly fraud chargebacks (or refund abuse) that eat into profit margins. Explore](/industry/ecommerce)[ ### FinTech Websites Advanced phishing that captures session tokens to bypass MFA. Explore](/industry/payments)[ ### Travel Websites Attackers use stolen cards to book refundable trips, then cancel for credit. Explore](/industry/airlines) Compare ## Why cside fingerprinting outperforms alternatives cside delivers advantages traditional fraud tools can't match. vs. Server-Side Fraud Tools vs. Basic Device Fingerprinting vs. CAPTCHA / Bot Detection Captures client-side signals invisible to server logs Resilient fingerprint survives cookie clears and browser updates Identifies returning fraudsters, not just bots Links sessions across devices and accounts Combines 70+ signals for higher accuracy Zero friction for legitimate users Provides forensic evidence for chargeback disputes Detects fingerprint spoofing and evasion techniques Detects sophisticated human fraud, not just automated attacks Resources ## Resources to help you fight back against fraud [WEBINAR ### The Evidence Economy: How Browser Layer Signals Reduce Chargebacks Read](/webinar-chargebacks911-cside) [BLOG ### How to Stop Account Takeover Fraud: Guide for Businesses Read](/blog/account-takeover-fraud-prevention) [ARTICLE ### How to Improve Your VAMP Ratios (VISA) with Fingerprinting Read](/solutions/chargeback-evidence) [BLOG ### How to Block AI Agents on Your Website Read](/blog/how-to-block-ai-agents-on-your-website-guide) Learn more ## Going deeper on fingerprinting 01 ### Passive fingerprinting with zero user friction cside collects device and browser signals passively during normal page loads. There are no challenges, pop-ups, or interruptions. Legitimate users never know it's running, while fraudsters are identified by the signals they can't hide. 02 ### From session data to chargeback evidence Every fingerprinted session generates a rich evidence trail. When a dispute comes in, you can pull session data to show that a trusted device and account made the disputed purchase. This is the strongest evidence signal under Compelling Evidence programs from both VISA and Mastercard, see [how fingerprinting satisfies Mastercard First-Party Trust Category 1 evidence requirements](/blog/mastercard-fpt-device-fingerprinting-to-improve-efm-and-ecp). Beyond disputes, fingerprinting also reduces chargebacks by preventing unauthorized purchases from hijacked accounts. Stolen credit card testing drives up enumeration ratios and triggers false purchases that lead to additional chargebacks. All of these fraud vectors can be mitigated with fingerprinting. 03 ### Getting started with cside Fingerprinting Setup takes minutes: add the cside script to your site, and fingerprinting starts working immediately. Sessions are captured, identities are resolved, and your dashboard populates with fraud signals. Pricing ## Start free, scale when ready No credit card required. Free plan stays free. Script Security Fingerprint Most popular Free Up to 2,000 pageviews. PCI DSS 6.4.3 and 11.6.1 included. No credit card required. $0 /month [Start for free](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=pricing) - Up to 2,000 pageviews/month - Unlimited domains - 7-day script history retention - PCI DSS 6.4.3 and 11.6.1 dashboard Business For up to 100,000 payment page views and beyond. Full PCI DSS 4.0.1 compliance automation. 14-day free trial. from $99 /month [Start trial](https://dash.cside.com/auth/signup?plan=business&utm_source=landing&utm_medium=website&utm_content=pricing) - Unlimited domains - Full PCI DSS 6.4.3 and 11.6.1 compliance dashboard - 30-day script history retention - Dependency graph & vendor load chain - Granular per-vendor permissions control Enterprise For high-volume payment pages and organisations that need custom SLA, SSO, and dedicated support. Custom [Talk to an expert](/book-demo) - Custom payment page view limits - 90-day script history retention - 99.9% uptime SLA - SSO and multi-team org layer - Dedicated account manager Free Up to 1,000 API calls/month. Device fingerprint ID, cross-session recognition, and basic intelligence signals. $0 /month [Start for free](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=pricing_fingerprint) - Up to 1,000 API calls per month - Device Fingerprint ID - Cross session recognition - Basic intelligence signals - 7-day data retention Business Browser fingerprinting with 99.7% accuracy across sessions, VPNs, and incognito mode. All intelligence signals including AI agent detection and VPN detection. $99 /month [Get started](https://dash.cside.com/auth/signup?plan=business&utm_source=landing&utm_medium=website&utm_content=pricing_fingerprint) - All intelligence signals - AI agent detection - VPN and proxy detection - 30-day data retention - IP enrichment and threat intelligence Enterprise For high-volume traffic and organisations that need chargeback fingerprinting, custom data retention, SSO, and dedicated support. Custom [Talk to an expert](/book-demo) - Chargeback Evidence (CB911) - Custom data retention - 99.9% uptime SLA - SSO and organisation layer - Dedicated account manager - Source data fields Need more? See the full pricing breakdown. [View all plans](/pricing) FAQ ## Questions, answered 01 How does cside fingerprinting help reduce fraud? cside helps you spot suspicious browser environments, repeat devices, and risky sessions earlier. That gives your team better signals for blocking, challenging, or reviewing activity before it turns into losses. 02 Can I get raw fingerprinting signals through an API or webhook? Yes. cside can send raw fingerprinting signals through APIs and webhooks so your team can use them in your own systems. That makes it easier to plug browser intelligence into internal workflows, rules, and case review tools. 03 What types of fraud can fingerprinting help identify? Common examples include account takeover, multi-accounting, account sharing, promo abuse, and stolen card testing. It is especially useful when the same actor keeps changing IPs but shows similar browser or device patterns. 04 Why is browser fingerprinting useful if I already have IP-based fraud checks? IPs are still useful, but they change fast and are easy to rotate. The rise of residential proxies is decreasing the effectiveness of IP-based blocking. Fingerprinting gives you a deeper view of the browser and device environment, which helps uncover repeat abuse that IP checks alone can miss. 05 Can fingerprinting help detect AI agents and stealth automation? Yes. Fingerprinting can help surface suspicious browser environments and automation patterns that look more human than old-school bots. That matters more now because AI agents are getting better at blending into normal traffic. For a deeper look, read our [full guide to detecting AI agent traffic using browser-layer signals](/blog/guide-to-detect-ai-agent-traffic-on-your-website). 06 Do I need to replace my current fraud platform to use cside fingerprinting? No. Most teams use cside as an additional layer of intelligence. It fits well with existing anti-fraud tools, review queues, and custom decisioning systems. 07 How quickly can I get started with cside fingerprinting? Teams can start quickly and begin collecting browser signals without a huge implementation project. From there, you can decide how deeply to wire the signals into your fraud workflows. 08 Will cside fingerprinting add latency or block the UI? No. The fingerprinting script exposes fingerprinting functions on window without affecting rendering. Fingerprint collection runs asynchronously in the background, typically completing within milliseconds, so it does not introduce noticeable latency or block the user interface. 09 What makes cside different from traditional anti-fraud suites? Most anti-fraud suites are strongest at orchestration, rules, and case management. cside adds browser-layer visibility, which helps teams see signals those systems often do not collect on their own. 10 Can fingerprinting help reduce friction for trusted users too? Yes. Better signals don't just help you catch bad traffic. They also help you avoid challenging every session the same way, which can lead to a smoother experience for good users. Didn't find what you were looking for? [Talk to a fraud expert](/book-demo) Start free ## Stop fraud at the browser layer Free plan includes 1,000 API calls/month. Upgrade for full intelligence. [Start for free](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=hero) [Book a demo](/book-demo) ### PCI DSS Compliance Software for 6.4.3 & 11.6.1 | cside Source: https://cside.com/solutions/pci-shield PCI Shield # PCI DSS Compliance Software: Automate 6.4.3 & 11.6.1 Monitor scripts in real time and capture evidence for PCI DSS 6.4.3 and 11.6.1. [ Book a demo ](/book-demo-pci-shield)[ Watch Demo Video ](https://cside.com/landing/pci-demo-video)[ See pricing ](/pricing?product=pci) VendorsCategoriesJustificationLast seenStatus Tracelane tracelane.io ApprovedPendingApproved AnalyticsApril 15th 2026 Records anonymous session events for conversion attribution Created by![cside](/_astro/cside-shield.BGIzN277.svg)cside AI April 15th 2026 ApprovedPendingApproved Pixelio pixelio.co ApprovedPendingApproved MarketingApril 15th 2026 Fires conversion pixels on completed checkouts Created by![cside](/_astro/cside-shield.BGIzN277.svg)cside AI April 15th 2026 ApprovedPendingApproved Helio helio-analytics.com ApprovedPendingApproved AnalyticsApril 15th 2026 Verified hash matches the previous approved version Created by![cside](/_astro/cside-shield.BGIzN277.svg)cside AI April 15th 2026 ApprovedPendingApproved Beamline beamline.com ApprovedPendingApproved CommunicationApril 15th 2026 Loads support chat widget after user interaction Created by![cside](/_astro/cside-shield.BGIzN277.svg)cside AI April 15th 2026 ApprovedPendingApproved cside First-party ApprovedPendingApproved First-partyApril 15th 2026 First-party telemetry agent, managed by cside Created by![cside](/_astro/cside-shield.BGIzN277.svg)cside AI April 15th 2026 ApprovedPendingApproved > ★★★★★ > > “A simple PCI DSS solution backed by outstanding support” [![SourceForge](/_astro/sourceforge-badge-top-performer-cside.BYf4qRec.webp) SourceForge Top Performer](https://sourceforge.net/software/product/cside/)[![G2](/_astro/g2_rating.Cglv-8ND.webp) G2 4.8 / 5 ](https://www.g2.com/sellers/cside)[![VikingCloud](/_astro/vikingcloud.DcZbfhNC.svg) Validated by VikingCloud](/blog/vikingcloud-approves-c-sides-security-platform-for-pci-dss-v4-0-1-requirement-6-4-3-and-11-6-1) Why PCI DSS Compliance Software Is Now Required ## Why PCI DSS v4.0.1 matters 01 Client-side attacks are on the rise Skimming and formjacking attacks are growing fast. They target the scripts in your customers' browsers, not your servers 02 New PCI rules demand visibility 6.4.3 and 11.6.1 now mandate a script inventory, real-time monitoring, and alerts for unauthorized changes. 03 Legacy solutions are outdated CSPs, crawlers, and agents might tick the compliance box, but attackers easily slip past them. WITH CSIDE - Reduce audit prep time with weekly PDF reports - Monitor scripts on payment pages with 100% coverage for 6.4.3 - Continuous header checks fulfill 11.6.1 without burning IT resources - Protect users from e-skimming, [Magecart attacks](/glossary/magecart-attacks), and other client-side attacks How it works ## How PCI Shield works Script Inventory Scanning... 01 ### Script Inventory Full script visibility on all pages (including payment pages for 6.4.3) payment-form.js 02 ### Tamper Detection Instant alerts for unauthorized changes (11.6.1) and script modifications ScriptsExecution Monitoring 03 ### Script Security Visibility into code execution with built-in blocking for malicious scripts Inbox PCI Compliance shield PCI Compliance Weekly Jan 8 - Jan 15, 2026 Scripts Verified 47 Changes 3 Threats 0 11.6.1 Compliance100% 6.4.3 Compliance100% Generating report... 04 ### Weekly Reports Automated compliance reports to your inbox. Deployment ## Choose your security approach Select the method that best fits your security needs and technical requirements. Easiest ### Script Method Recommended We check script behaviors in the browser and fetch the scripts on our side for analysis. Your site traffic is never routed through cside. Pros - Easy to implement - No performance impact - Able to block malicious scripts - Deep security coverage for common client-side attacks How to start - Install a lightweight script on the pages you want to protect. Fastest ### Scan Method Alternate cside scans your website with an external crawler. Your scripts are compared against threat intel feeds gathered by thousands of other websites to identify compromised vendors or vulnerabilities. Pros - Lowest cost - No-code setup without installation into your codebase Trade-offs - \- Static scans have very limited security coverage - \- Some QSAs may not accept scanners as a valid control for 6.4.3 & 11.6.1 as they do not have the ability to block scripts. How to start - Input a list of your domains and schedule your scans. ![PCI DSS](/_astro/pcidss.DepZxFFP.webp) PCI DSS 4.0.1 6.4.3 & 11.6.1 ready ![SOC 2](/_astro/soc2.DjN9-wmt.webp) SOC 2 Audited controls ![GDPR](/_astro/gdpr.nWnOIUUo.svg) GDPR Privacy-first by design 99.9% Production SLA Industries ## Designed for Teams Facing PCI Challenges [ ### eCommerce protect every checkout and maintain great acquirer relationships. Explore](/industry/ecommerce)[ ### Payment Service Providers offer compliant, value-add security to thousands of merchants. Explore](/industry/payments)[ ### Airlines & Transit Complex booking flows and high-value tickets increase attack risk. Explore](/industry/airlines)[ ### Hospitality Credit cards used for travel are prime targets due to higher limits. Explore](/industry/hospitality) Compare ## Why cside PCI DSS Compliance Software outperforms Alternatives cside delivers advantages traditional tools can't match. vs. Scanner Based Solutions vs. Content-Security Policy (CSP) vs. Client-Side Agents Sees real user behavior, not sanitized crawler views Monitors script behavior, not just sources Multi-layer security to prevent JS detection bypassing Catches attacks aimed at specific segments Detects breaches at trusted third-party providers Script contents fetched afterwards for deep inspection Detects threats between periodic scans Handles dynamic scripts CSPs can't control Future-proof against evolving techniques Demo ## Full 6.4.3 & 11.6.1 Coverage with One Tool. This pre-recorded demo shows how quickly you can comply with PCI DSS 6.4.3 & 11.6.1 using cside ![Demo video preview](/_astro/pci-demo-video-preview-image-cside.-yfKITQu.webp) [ Watch Demo Video ](https://cside.com/landing/pci-demo-video) Resources ## Trusted by leading QSAs [WEBINAR ### cside & BARR Advisory: What Auditors Expect to See for PCI 6.4.3 & 11.6.1 During the Q&A we addressed: - What can I do if I have less than 30 days to set up my deployment? - I'm using a scanner that monitors my site, no code or installation required. Am I covered? - Do these PCI mandates require us to block attacks, or simply detect and alert on them? Read](/webinar-pci-dss-barr) [WEBINAR ### cside & MegaplanIT: Q&A with a QSA on PCI DSS Requirements 6.4.3 & 11.6.1 During the Q&A we addressed: - How do I confirm I'm "not susceptible to attacks" as an SAQ A-EP? - How will AI agents impact payment page protection - What will my QSA ask me during the evidence gathering interview for these requirements? Read](/webinar-pci-dss-megaplanit) [WEBINAR ### cside & VikingCloud: PCI Compliance 4.0.1, A Practical Implementation Guide During the session we touched on: - Why compliance ≠ security - I use Stripe. Am I safe? - Could we have suffered a client-side attack without knowing it? - SAQ A merchants are not exempt from real risks Read](/webinar-pci-dss-vikingcloud) [BLOG ### How to Comply with PCI DSS 4.0.1 Requirements 6.4.3 & 11.6.1 This article goes in depth into: - 6.4.3 & 11.6.1 requirements - The cost of building internally - Is CSP + SRI enough? What counts as sufficient controls? - How do I make sure I'm "not susceptible to attacks"? Read](/blog/how-to-comply-with-pci-6-4-3) [BLOG ### How to Be a PCI DSS SAQ A Company (6.4.3 & 11.6.1) This article goes in depth into: - What SAQ A eligibility really requires - Whether 6.4.3 and 11.6.1 apply to your setup - Non-qualifying examples where SAQ A is not allowed Read](/blog/how-to-be-a-pci-dss-saq-a-company) [BLOG ### Comparing Tools for PCI DSS 6.4.3 & 11.6.1: Features, Pricing This article goes in depth into: - cside, Feroot, Cloudflare, and Reflectiz side by side - Buy vs. DIY from an expert's perspective - What the requirements mean for tool selection Read](/blog/solution-comparison-pci-dss-6-4-3-and-11-6-1) Learn more ## Deeper dives into PCI compliance 01 ### Reduce PCI DSS compliance work with AI cside was the first client-side security platform to integrate AI directly into the PCI DSS 6.4.3 & 11.6.1 compliance workflow. Our AI: automatically generates justifications that you can review or override, continuously monitors script changes to pre-classify risk for faster alerts to your team, and uses an agentic scanner to reduce the manual effort required for testing. 02 ### Why we use a multi-layer security approach Unlike modern operating systems, browsers do not have native support for 3rd party security vendors. CSP and SRI only cover a limited surface. No single technique catches every client-side threat. That's why cside layers browser-level script monitoring, scanners, CSP controls, AI JavaScript analysis and more to create overlapping lines of defense that detect everything from simple tag injections to sophisticated supply chain attacks (for example, [how the Polyfill attack connected to a sanctioned CDN operator](/blog/funnull-sanctioned-polyfill-infrastructure-laundering)). By combining the detections in the browser with detections on our own proprietary engine we balance detection ability with ease of use. 03 ### 3 easy steps to get started with cside Getting started takes three steps: Sign up, add your domains, add the cside script to your site (and configure CSPs if necessary). Then you have an instant PCI DSS dashboard that you can tweak to your reporting requirements. The entire setup is self-service and can be done within a day for small environments. For enterprise environments our team can support you through the staging and production setup. 04 ### Does cside offer a free plan for PCI Shield? Yes. cside's free plan lets you onboard your site, explore the dashboard, and see how scripts are monitored and classified before committing to a paid tier. Paid plans with full PCI compliance reporting and automated evidence generation start at $99/month. No "free tool" will give you full PCI DSS 6.4.3 and 11.6.1 coverage. We've seen many teams start with a promise of a free tool, only to switch later when they realize key PCI controls aren't fully covered or that reporting requires significant manual cleanup to meet audit standards. 05 ### Why customers choose cside over competitors You can read our reviews to see for yourself (see [G2 reviews](https://www.g2.com/products/cside/reviews) or our [SourceForge profile](https://sourceforge.net/software/product/cside/), which includes native SourceForge reviews and verified third-party ratings surfaced there). What comes up again and again in reviews is hands-on support, a dashboard that QSAs already trust, and unlimited websites & domains on all pricing plans (other solutions may surprise you with additional costs for staging domains or multi-language sites). Pricing ## Start free, scale when ready No credit card required. Free plan stays free. Script Security Fingerprint Most popular Free Up to 2,000 pageviews. PCI DSS 6.4.3 and 11.6.1 included. No credit card required. $0 /month [Start for free](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=pricing) - Up to 2,000 pageviews/month - Unlimited domains - 7-day script history retention - PCI DSS 6.4.3 and 11.6.1 dashboard Business For up to 100,000 payment page views and beyond. Full PCI DSS 4.0.1 compliance automation. 14-day free trial. from $99 /month [Start trial](https://dash.cside.com/auth/signup?plan=business&utm_source=landing&utm_medium=website&utm_content=pricing) - Unlimited domains - Full PCI DSS 6.4.3 and 11.6.1 compliance dashboard - 30-day script history retention - Dependency graph & vendor load chain - Granular per-vendor permissions control Enterprise For high-volume payment pages and organisations that need custom SLA, SSO, and dedicated support. Custom [Talk to an expert](/book-demo) - Custom payment page view limits - 90-day script history retention - 99.9% uptime SLA - SSO and multi-team org layer - Dedicated account manager Free Up to 1,000 API calls/month. Device fingerprint ID, cross-session recognition, and basic intelligence signals. $0 /month [Start for free](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=pricing_fingerprint) - Up to 1,000 API calls per month - Device Fingerprint ID - Cross session recognition - Basic intelligence signals - 7-day data retention Business Browser fingerprinting with 99.7% accuracy across sessions, VPNs, and incognito mode. All intelligence signals including AI agent detection and VPN detection. $99 /month [Get started](https://dash.cside.com/auth/signup?plan=business&utm_source=landing&utm_medium=website&utm_content=pricing_fingerprint) - All intelligence signals - AI agent detection - VPN and proxy detection - 30-day data retention - IP enrichment and threat intelligence Enterprise For high-volume traffic and organisations that need chargeback fingerprinting, custom data retention, SSO, and dedicated support. Custom [Talk to an expert](/book-demo) - Chargeback Evidence (CB911) - Custom data retention - 99.9% uptime SLA - SSO and organisation layer - Dedicated account manager - Source data fields Need more? See the full pricing breakdown. [View all plans](/pricing) FAQ ## Questions, answered 01 What are PCI DSS requirements 6.4.3 and 11.6.1 specifically asking me to do? Payment page script management is the focus of 6.4.3. It requires you to authorize every script, ensure script integrity, and keep a complete inventory with a written justification for why each script is important. 11.6.1 mandates you to have continuous monitoring to detect unauthorized changes to HTTP headers and payment page content, including alerts sent to personnel and weekly evaluations. 02 What is PCI DSS 4.0.1 and why do I need to comply with it? It is the latest version of the Payment Card Industry Data Security Standard with the aim of protecting cardholder data via strict security monitoring requirements. As long as your business processes, stores, or transmits credit card data, you must comply with these regulations to avoid hefty fines, higher insurance rates, and potential business disruption. This standard is applicable to all merchants, processors, acquirers, and service providers handling payment card data. Depending on your transaction volume and the severity of any breaches, failure to comply can result in fines ranging from thousands to millions of dollars. 03 How often do I need to monitor my payment pages for PCI DSS compliance? Active and constant monitoring is required for 6.4.3, while a weekly monitoring, or at the frequency defined in your organization's targeted risk analysis, is required for 11.6.1. But, since cyberattacks happen in real-time at any moment, continuous monitoring is the best solution. 04 How much does PCI DSS 4.0.1 non-compliance cost my business? Penalties vary, but range from $5,000 to $500,000 per incident. This is based on your payment processor and transaction volume. Aside from fines, you may also face increased transaction fees, higher insurance premiums, loss of payment processing privileges, and high costs from data breach remediation and lawsuits. A payment card data breach exceeds $4 million on average when you include forensic investigations, legal fees, customer notifications, and business disruption. 05 Does cside route traffic through a proxy or reverse proxy? No. cside deploys via a single JavaScript snippet added to your page. No traffic is routed through cside infrastructure, there is no reverse proxy, no CDN dependency, and no changes to your DNS configuration. The snippet runs directly in your visitors' browsers, which is how cside achieves full session visibility with zero latency impact and no single point of failure in your traffic path. If you have seen cside described as a proxy-based tool elsewhere, that description is inaccurate. 06 Does the cside script slow down my website? No. The cside script is no slower than any other analytics script you may already be running. Downloading the script takes around 20-40 ms, while execution takes approximately 10-12 ms (the blink of an eye is 300 ms). Because this happens in parallel with other render-blocking resources such as stylesheets, the impact on page load is virtually imperceptible. Didn't find what you were looking for? [Talk to our PCI team](/book-demo-pci-shield) Get audit-ready ## Pass your next PCI audit with confidence Set up in a day. Get a PCI dashboard QSAs already trust. [Start free](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=hero) [Book a demo](/book-demo) ### Consent Management Monitoring: See What Scripts Actually… Source: https://cside.com/solutions/privacy-watch Privacy Watch # Beyond consent banners: monitor whether scripts respect consent in real time See what data every third-party script touches and where it sends it, in real time. [ Book a demo ](/book-demo-privacy-watch)[ How it works ](#how-it-works)[ See pricing ](/pricing?product=clientside) One Misconfigured Tag Can Lead to Compliance Penalties ## One misconfigured tag, big consequences - 01 ### Hackers exploit this blindspot Attackers don't have to break into your servers. They use third-party scripts on your website to exfiltrate personal data silently. - 02 ### Consent banners are not enough Whether users "accept" or "reject", misconfigured code can still leak their private information. - 03 ### Manual audits fall short Manual reviews quickly go stale. Website code is constantly changing. It's impossible to protect users without an automated solution WITH CSIDE - Replace manual audits with automated cookie and script inventories - Monitor which data scripts access and where it is being sent - Comply with [GDPR](/use-cases/compliance/gdpr), [HIPAA](/use-cases/compliance/hipaa), [CCPA/CPRA](/use-cases/compliance/ccpa-cpra), and other privacy regulations by monitoring and controlling data flow in the browser. How it works ## How Privacy Watch works SCRIPT MONITOR NameTimeStatus analytics.js 12ms OK pixel.js 8ms OK unknown.js 45ms WARN cdn.min.js 5ms OK 01 ### See every script See which data is accessed by scripts and where it is being sent. COOKIE STORAGE 🍪 1st 🍪 1st 🍪 1st Cookie Storage Protected 02 ### Prevent unwanted tracking Monitor cookie access and injection to stop unauthorized tracking. Your Site Internet SCANNING All Outbound Traffic Secure 03 ### Block data exfiltration Flag malicious or misconfigured scripts before data leaks occur. Compliance Monitor Live GDPR Cookie consent verified Just now SAFE CCPA Opt-out signal processed HIPAA PII exposure detected GDPR Third-party audit passed CPRA Data retention check 98% Compliant 156 Checked 12 Auto-fixed 04 ### Stay compliant Avoid violations of GDPR, HIPAA, CCPA/CPRA and other privacy requirements. Industries ## Built for teams dealing with global privacy laws [ ### eCommerce & Retail Protect customer data and avoid CCPA/CPRA penalties at checkout. Explore](/industry/ecommerce)[ ### Healthcare & Pharma Keep HIPAA-grade security for patient portals and apps. Explore](/industry/healthcare)[ ### SaaS Companies Pass security checks by showing zero data leakage. Explore](/industry/saas) Compare ## Why cside outperforms other privacy solutions Real-time client-side monitoring that prevents data leaks attackers rely on, not point-in-time crawls or superficial checks. vs. Crawler-Based Solutions vs. Content-Security Policy (CSP) vs. Javascript Agents Looks at what users experience, not a cleaned up crawler snapshot Watches what scripts do with data, not just script sources Deploys a mechanism that attackers can't bypass Identifies data leaks aimed at specific regions Detects breaches in the supply chain of trusted third-party vendors Complete historical script behavior tracking Real-time instead of point-in-time Handles dynamic scripts CSPs can't control Built to adapt against new evasion techniques ★★★★★ “We have tried multiple products but almost all of them turned out to be just compliance checkboxes. The detection capabilities we got with cside were unlike anything we saw in other products we tested in the past.” , Mark D., G2 Review of cside [Read Review →](https://www.g2.com/products/cside/reviews) Pricing ## Start free, scale when ready No credit card required. Free plan stays free. Script Security Fingerprint Most popular Free Up to 2,000 pageviews. PCI DSS 6.4.3 and 11.6.1 included. No credit card required. $0 /month [Start for free](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=pricing) - Up to 2,000 pageviews/month - Unlimited domains - 7-day script history retention - PCI DSS 6.4.3 and 11.6.1 dashboard Business For up to 100,000 payment page views and beyond. Full PCI DSS 4.0.1 compliance automation. 14-day free trial. from $99 /month [Start trial](https://dash.cside.com/auth/signup?plan=business&utm_source=landing&utm_medium=website&utm_content=pricing) - Unlimited domains - Full PCI DSS 6.4.3 and 11.6.1 compliance dashboard - 30-day script history retention - Dependency graph & vendor load chain - Granular per-vendor permissions control Enterprise For high-volume payment pages and organisations that need custom SLA, SSO, and dedicated support. Custom [Talk to an expert](/book-demo) - Custom payment page view limits - 90-day script history retention - 99.9% uptime SLA - SSO and multi-team org layer - Dedicated account manager Free Up to 1,000 API calls/month. Device fingerprint ID, cross-session recognition, and basic intelligence signals. $0 /month [Start for free](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=pricing_fingerprint) - Up to 1,000 API calls per month - Device Fingerprint ID - Cross session recognition - Basic intelligence signals - 7-day data retention Business Browser fingerprinting with 99.7% accuracy across sessions, VPNs, and incognito mode. All intelligence signals including AI agent detection and VPN detection. $99 /month [Get started](https://dash.cside.com/auth/signup?plan=business&utm_source=landing&utm_medium=website&utm_content=pricing_fingerprint) - All intelligence signals - AI agent detection - VPN and proxy detection - 30-day data retention - IP enrichment and threat intelligence Enterprise For high-volume traffic and organisations that need chargeback fingerprinting, custom data retention, SSO, and dedicated support. Custom [Talk to an expert](/book-demo) - Chargeback Evidence (CB911) - Custom data retention - 99.9% uptime SLA - SSO and organisation layer - Dedicated account manager - Source data fields Need more? See the full pricing breakdown. [View all plans](/pricing) FAQ ## Questions, answered 01 How does cside protect my data when using AI? We use open source self hosted large language models hosted on our own cloud infrastructure. Many solutions use APIs of large AI vendors but the problem with that approach is that the data may be used for training. You don't have control over it. With the architecture cside has adopted, the is no opportunity for data to leak. We maintain control over the entire dataflow. 02 What are client-side attacks whats of concern to me as the website owner? Client-side attacks happen when malicious code hidden in client-side fetched scripts. These scripts can steals sensitive user information directly from their browsers as they enter it. Completely bypassing security controls on data storage. Often these attack target easily resold data like payment card information or login credentials and session tokens. In the context of privacy compliance the focus is more on accident access to personal data. Many marketing tools collect more data than you may know about. A recent example of this was the incident of Kaiser Permanente ([https://cside.com/blog/kaiser-permanente-data-leak-a-case-of-miscommunication-and-inadequate-disclosure](https://cside.com/blog/kaiser-permanente-data-leak-a-case-of-miscommunication-and-inadequate-disclosure)). 03 How do scripts become compromised and turn malicious? Scripts from external sources can become malicious in several ways. Sometimes legitimate scripts are updated with malicious code because of a supplychain incident on the side of the script host. The 2026 mini Shai-Hulud npm worm showed [how npm package compromise creates a credential-theft snowball effect](/blog/mini-shai-hulud-npm-worm-snowball-effect) across the dependency tree. Sometimes the infrastructure is compromised. Sometimes a bad actor manages to take over ownership of a script. However the most common injection method is a compromised account either at a 3rd party script vendor or a google tag manager container. The hardest part to detect these malicious script is that they are often dynamically served and only inject the malicious content under certain circumstances. Avoiding detection by security teams and periodic scanners. 04 How does cside help with GDPR, CCPA/CPRA, and other privacy regulations? Cside offers a clean privacy dashboard experience that covers privacy controls as a whole. But per framework, GDPR, CCPA and other US state level laws we provide specific dashboards that address the explicit requirements one by one. 05 What is hash locking technology and how does it protect my website? When a script turns bad, attemtping to prevent the bad action is a dangerous thing to do. So with cside we opted for an alternative approach. You can roll back to a previous safe hash of that script to buy time to address the security concern without causing critical downtime. 06 How much does a client-side incident typically cost businesses? This is hard to say but the average cost of a data breach is $4.44 million according to IBM's 2023 Security Report. Historically client-side attacks have been more expensive due to regulatory fines and lost customer trust. A good example of this was the British Airways incident and the Kaiser Permanent incident. Both caused significant legal costs, fines and settlements. 07 How does cside's threat intelligence differ from other security feeds? Cside uses an in house built detection engine using a range of layers to detect malicious behaviours and changes in scripts. We do not believe static threat feed intel is the way to go when addressing a dynamic security threat. We do reuse the data of detections to improve future detection systems and for our own scanner service. So that we detect more malicious behaviors than tools built on publicly exposed or commonly used threat feeds. Didn't find what you were looking for? [Talk to a privacy expert](/book-demo-privacy-watch) Keep every script compliant ## Ship privacy-safe automatically Real-time monitoring across GDPR, HIPAA, CCPA/CPRA, one dashboard. [Start free](/book-demo-privacy-watch) [Book a demo](/book-demo) ### Residential Proxy Detection Software | cside Source: https://cside.com/solutions/residential-proxy-detection Residential Proxy Detection # Residential Proxy Detection: The IP Is Clean, the Session Is Not Detect residential proxies from live device and behavioral signals, not blocklists. [ Book a demo ](/book-demo)[ How it works ](#how-it-works) attacker sessionConsumer devices enrolled as proxy exit nodesexit node rotates per requestWhat IP reputation seesISPresidential broadbandASNconsumerGeomatches billing addressIPno blocklist matchResidential proxy session — flaggedWhat cside seesNetworkrequest path inconsistent withclaimed locationrequest path inconsistent withclaimed locationDevicefingerprint not seen for thisaccountfingerprint not seen for thisaccountBehaviortiming pattern consistent withautomationtiming pattern consistent withautomationPopulationone address, unrelatedsessionsone address, unrelatedsessionsSession-level signals, not IP reputation. cside does not identify which device in the home relayed the request.cside · residential proxy detection Where residential proxy IPs actually come from - 01 ### Informed opt-in Someone knowingly installs bandwidth-sharing software and is paid or rewarded for it. This lane can be legitimate when the disclosure, security controls, and acceptable-use enforcement are real. Not every residential proxy is a botnet. - 02 ### An SDK bundled into a free app A developer embeds a proxy SDK in a mobile, desktop, VPN, or streaming app, and the user's connection starts carrying somebody else's traffic. Disclosure ranges from clear to buried to absent. On a smart TV the consent screen is text navigated with a remote control. - 03 ### Compromised before it was unboxed An inexpensive connected device ships with backdoored software or fetches it during setup, so the owner never agreed to anything. FBI advisories tie compromised streaming boxes and other cheap connected hardware to the BADBOX 2.0 botnet and the residential proxy services that resell access to them. - 04 ### Malware after purchase Attackers infect routers, phones, computers, and IoT devices and install relay software, turning a household into an exit node. Lumen's Black Lotus Labs found AVrecon on more than 70,000 small-office and home routers, resold as a residential proxy service. WITH CSIDE - Flag proxied sessions from device and behavioural signals, so rotating to a fresh household IP does not reset the risk - Score proxy and VPN use with a machine-learning model rather than depending on a static blocklist - Link repeat abuse to one device across many exit IPs, emails, and accounts - Catch the anti-detect browsers and headless frameworks that usually sit behind a residential exit node - Feed a real-time session verdict into your existing signup, login, checkout, and fraud stack ## The node is somebody's living room No, not literally your toaster. But the FBI's own advisory lists digital picture frames, TV streaming devices, smartphones, tablets, and routers as consumer hardware whose ISP-assigned addresses get used to route other people's traffic. These devices are attractive because they are always powered, always connected, rarely updated, and nobody is watching them. 01 ### Routers and broadband gateways The largest category by a distance. Academic profiling of proxy hosts found roughly two thirds were routers, gateways, or wireless access points. 02 ### Smart TVs and streaming boxes Always on, always on fast Wi-Fi, and unattended. Named in FBI advisories and central to the BADBOX 2.0 findings. 03 ### Digital picture frames Named by the FBI as a device category that can be compromised and used as a proxy node. Researchers found vulnerabilities and automatic malware delivery in one widely sold frame platform; the vendor has since published fixes. 04 ### IP cameras and DVRs Cheap, internet-exposed, and seldom patched. Security cameras show up repeatedly in router-and-IoT proxy botnets. 05 ### Phones and tablets Usually enrolled through an SDK inside a free app rather than through compromise, which is why the traffic looks entirely ordinary. 06 ### Windows PCs Enrolled by malware loaders bundled with cracked software. Proof that not all proxy supply is IoT. ## How cside detects a proxied session 01 ### Network enrichment, then a model Every session is enriched with IP, geo, and ASN context, then scored by a machine-learning model that returns a proxy and VPN probability. A blocklist is only a fallback, not the mechanism. 02 ### A device fingerprint that outlives the IP cside encodes 90-plus browser and device signals into a compact fingerprint. Hardware-rooted signals carry the most weight and network signals the least, by design, so changing the exit IP barely moves the identity. 03 ### Behaviour weighted above the network Pointer movement, click cadence, scroll pattern, trusted-event ratio, and automation hooks are the highest-weighted signals cside collects. A rented IP does nothing to make a scripted session look human. 04 ### One device, many households Sessions are clustered by fingerprint distance, so a single device appearing behind dozens of unrelated residential addresses stands out as exactly what it is. ## Why IP reputation cannot see this The exit IP is a real consumer address with no history of abuse. Reputation has nothing to fire on. Approach cside IP reputation & blocklists What is judged The session: device, behaviour, and network together The address the request arrived from Clean residential IP Flagged by the device and behaviour behind it Passes, there is nothing to match IP rotation Fingerprint persists across exit nodes Every rotation looks like a new visitor Proxy verdict Model-scored probability per session Membership of a list that is always behind Previously unseen networks Scored on behaviour, no prior sighting needed Invisible until someone catalogues them Repeat abuse One device linked across accounts and addresses No link once the IP changes Response Allow, step up, or block per session via SDK Blunt block, with collateral damage to real households ## What this changes 01 Blocking a residential IP punishes the household that owns it, who is usually a victim rather than the attacker. 02 Because the fingerprint survives rotation, one operator running hundreds of exit nodes still resolves to a small number of devices. 03 A proxy signal is rarely the whole verdict. It matters most combined with device reuse, automation, and velocity on the same session. 04 Proxy signals share the first-party layer used by fingerprinting, bot detection, and account-takeover, so it is one script and one source of truth. Sources reviewed 29 July 2026: FBI public service announcements on residential proxy networks and connected devices, and Lumen Black Lotus Labs' AVrecon and ngioweb reporting. Device categories and targeted-model lists change quickly, and a model appearing on a research list does not mean every unit of it is compromised. FAQ ## Questions, answered 01 What is a residential proxy? A residential proxy is an intermediary that routes someone's request through an IP address that an internet service provider assigned to a home or small business. The destination site sees the household's public address rather than the network of the person actually making the request. The device doing the relaying is called an exit node, and its owner is usually a different person entirely from the proxy customer. 02 Can cside detect residential proxies if the IP has a clean reputation? Yes, because the IP is not what cside judges. A residential exit IP is genuinely clean, so reputation checks pass by design. cside scores the session instead: an ASN-and-geo-enriched model verdict on proxy and VPN use, a device fingerprint built from more than ninety browser and device signals, and behavioural signals that are weighted higher than any network signal. Rotating to a fresh household address does not change the device or the behaviour. 03 Does this rely on a list of known proxy IP addresses? Not primarily. cside keeps a static IP list as a fallback, but the working mechanism is a machine-learning model that returns a proxy and VPN probability per session, combined with device and behavioural evidence. That is what lets it flag exit nodes that have never appeared on any list, which matters because residential proxy pools are enrolled and rotated continuously. 04 Can cside tell me which device in the home relayed the request? No, and it does not try to. cside determines that a session is proxied and how risky it is. It does not identify the specific appliance in somebody's house, name the proxy provider, or attribute the traffic to the device owner, who in the compromised lanes is a victim rather than a participant. 05 Are all residential proxies malicious? No. Some networks are built from people who knowingly opted in and are compensated for it, and there are legitimate uses such as localised site testing and ad verification. Others enrol devices through buried terms, bundled SDKs, or outright malware. The FBI's own advisory lists consenting schemes and compromise in the same set of supply routes, and a single provider can carry both. That is why cside scores a session's risk rather than treating every proxied request as an attack. 06 How is cside deployed? cside deploys as a single first-party script tag. There is no proxy, no reverse proxy, no CDN dependency, and no DNS change, and cside does not sit in front of your traffic. Session signals start flowing as soon as the script is live, and you can route the verdict into your existing signup, login, checkout, and fraud stack. Didn't find what you were looking for? [Book a demo](/book-demo) Residential Proxy Detection ## The IP is clean. The session is not. First-party browser signals across real visitor sessions. Deploys via a single script tag. [Book a demo](/book-demo) [Talk to sales](/talk-to-us) ### Signup Shield | Stop Fake Account Creation & Trial Abuse… Source: https://cside.com/solutions/signup-shield Signup Shield # Turn every signup into a trust verdict Score every signup using identity, domain, behavioral, and cross-tenant fraud signals in real time. [ Book a demo ](/book-demo)[ How it works ](#how-it-works) POST /v1/signup/verdict ~120ms ava@acme.co 0.94 Approve Approve federation: google\_workspace domain\_age: 4y email\_anatomy: clean j.okafor@new-studio.io 0.61 Step up Step up domain\_age: 9d idp\_discoverable: okta business\_substance: thin k29x@mail-tm.live 0.08 Block Block disposable\_domain device\_graph\_match: ring\_4471 behavior: automated The problem ## Three signups you can't afford to wave through ### Throwaway and disposable domains Burner inboxes and relay domains spin up in seconds, pass a basic email check, and disappear the moment they've abused your free tier or promo. ### Hijacked and compromised accounts Credentials surface in breach dumps and get reused at scale. The address looks real because it is real, it just isn't the person signing up. ### Consumer and free email, on your terms A real employee on Gmail can be exactly who you want. Free email is a signal you tune per segment, not an automatic block. Signup Shield reads federation and other proofs before it decides. WITH CSIDE - Score every signup on email anatomy, disposable and relay domains, DNS and domain forensics, and business-substance lookups, not just whether the inbox exists. - Treat verified federation (Google Workspace, SSO and IdP discovery) as a positive trust signal, so real users sail through and risky password signups get a step-up. - Link coordinated fake accounts across the whole network with a cross-tenant fraud graph, behavioral telemetry, and ground-truth labels from honeypots and DMARC reporting. - Return one explainable verdict with reason codes and an immutable audit log, in real time, then wire it into your flow to allow, step up, or block. Verification sources ## Every signup, checked against ten classes of evidence Signup Shield fuses signals from across the open web, the DNS and mail infrastructure, public business registries, and your own network into one real-time verdict. POST /v1/signup/verdict 10 checked · ~120ms ### Email anatomy 01 Entropy, role addresses, faker and Markov patterns, TLD risk, and IDN homoglyphs, read straight from the address itself. Entropy scoringRole-addressMarkov modelTLD riskIDN homoglyphs ### Disposable and relay detection 02 Four open-source blocklists plus MX fingerprinting catch burner domains, while privacy relays are treated neutrally. 4 OSS blocklistsMX fingerprintingPrivacy-relay aware ### DNS and domain forensics 03 RDAP and WHOIS age, newly-registered domains, DNSSEC, parking, and MX provider class tell you how real the domain is. RDAP / WHOIS ageNewly-registeredDNSSECParkingMX class ### Mailserver reputation 04 SPF and DMARC policy, DMARC RUA aggregation, Spamhaus DROP and SBL, and null-MX checks score the sending infrastructure. SPF / DMARCDMARC RUASpamhaus DROP / SBLNull MX ### Compromised-account intelligence 05 Breached-account checks flag addresses that have surfaced in known credential dumps. Have I Been PwnedBreach corpus ### Company and business registries 06 Official records across 15+ countries confirm a real business behind the domain, with coworking-address blocklists to catch the fakes. Companies HouseEDGARINSEEGLEIF LEIKvKVIES VAT ### Web substance 07 Public discussion of the email and domain across the web: archived content continuity, structured data, knowledge graphs, and crawl rank. Wayback continuityJSON-LDWikidata / KGLinkedInTrancoCommon Crawl ### Federated identity proofs 08 A verified Google Workspace claim is the strongest signal we read; Microsoft tenants, Apple, GitHub orgs, and passkeys add more. Google WorkspaceMicrosoft tenantApple SIWAGitHub orgWebAuthn ### Behavioral and device telemetry 09 IP, ASN and Tor, device-fingerprint reuse, headless and anti-detect browsers, TLS and HTTP consistency, honeypots, form timing, and velocity. IP / ASN / TorDevice reuseHeadless detectHoneypotVelocity ### Cross-tenant fraud graph 10 A device caught committing fraud at one customer flags matching signups across the whole network, coverage no single tenant can build alone. Network-wide graphShared ground truth Trust verdict ApproveStep upBlock Corroborated across federation, domain age, and email anatomy. How it works ## From signals to a verdict in under 500ms 01 ### Collect the signals At registration, Signup Shield gathers email anatomy, domain and DNS forensics, business-substance and registry data, federation proofs, and behavioral telemetry in a single call. 02 ### Check the network graph Each signup is matched against a cross-tenant fraud graph and ground-truth labels from honeypots and DMARC reporting, surfacing rings that single-tenant rules never see. 03 ### Return an explainable verdict Signals fuse into one score with reason codes in real time, so every decision is auditable and you know exactly why it fired, not just that it did. 04 ### Decide in your flow Allow clean signups, step up risky ones with federation or extra checks, and block high-confidence fraud, by API or webhook, before the account exists. Industries ## Built for the platforms fraud targets at signup [ ### SaaS Platforms Free-tier and trial abuse depends on creating many accounts cheaply; one operator runs hundreds. ](/industry/saas)[ ### FinTech & Payments Account-opening fraud blends synthetic identities with throwaway domains at signup. ](/industry/payments)[ ### Online Gaming Bonus abuse, smurfing, and multi-accounting all begin at account creation. ](/industry/gaming)[ ### Marketplaces & Crypto Fake sellers and mule accounts pollute marketplaces and move funds. ](/industry/crypto) Compare ## Why Signup Shield outperforms single-signal signup checks vs. Email/OTP verification vs. CAPTCHA vs. Device-only fraud tools Reads email anatomy, domain forensics, and business substance, not just inbox existence Scores the whole signup context, not a single checkpoint Adds email, domain, business, and federation signals on top of the device Catches throwaway and relay domains that still pass an OTP Flags automation and AI agents that solve the challenge Links coordinated accounts with a cross-tenant graph across customers Returns a verdict with reason codes before the account exists Runs passively, with no added user friction Treats verified federation as a positive signal to preserve conversion FAQ ## Questions, answered 01 What is Signup Shield? Signup Shield turns every signup attempt into a real-time trust verdict. It fuses email anatomy, disposable and relay detection, DNS and domain forensics, business-substance lookups, federated identity proofs, behavioral telemetry, and a cross-tenant fraud graph into one explainable score with reason codes, then sends that verdict into your signup flow so you can allow, step up, or block. 02 How is this different from email or OTP verification? Email and OTP verify the endpoint, not the registrant. A valid inbox receipt and a valid OTP are fully compatible with an automated, fully fake signup, because disposable-email APIs provision throwaway inboxes and read back codes programmatically. Signup Shield evaluates the whole context around the registration, including signals an attacker cannot swap out as easily as an email address. 03 Which sources does Signup Shield check? Every signup is checked against ten classes of evidence: email anatomy, disposable and relay detection, DNS and domain forensics, mailserver reputation, compromised-account intelligence, company and business registries, web substance, federated identity proofs, behavioral and device telemetry, and a cross-tenant fraud graph. The signals fuse into one score with reason codes, so you can see exactly which evidence drove the verdict. 04 Do you automatically block free or consumer email? No. Free email is a tunable signal, not an automatic block. A real employee on a Gmail address, or a real freelancer, should still pass, so Signup Shield weighs free email alongside federation proofs, domain forensics, and the rest of the context. You decide how much weight free email carries per segment, so a strict B2B flow and a consumer flow can score the same address differently. 05 Will it block real users with privacy-relay emails or brand-new domains? No. A single thin signal is not treated as guilt. Signup Shield weighs many signals together, so a privacy-relay address, a freelancer, a brand-new startup, or a small business on a long-tail domain reads very differently from a coordinated fake. You set the threshold and the response, so legitimate signups stay frictionless. 06 How does federation improve both trust and conversion? A signup arriving with a verified federation proof, such as a Google Workspace domain claim, is high-confidence and can be approved with no friction. For password signups on domains that have a discoverable identity provider, Signup Shield can prompt a step-up to federation, which raises trust and improves conversion at the same time. No competitor productizes federation as a scoring signal rather than just an auth method. 07 How fast is the verdict and how do I act on it? The verdict returns in real time during the signup request, with reason codes that explain it. Consume it by API or webhook and decide in your own flow: allow clean signups, apply step-up friction only when the score crosses your threshold, and block high-confidence fraud before the account is created. 08 How is Signup Shield deployed? Through a developer-friendly API and the cside JavaScript SDK that already runs on your pages. It sits alongside your existing signup, fraud, and rules stack and feeds it a verdict, so it is a layer you add, not a rip-and-replace of your auth provider. 09 What is the difference between fake account creation and account takeover? Fake account creation builds a new fraudulent account from scratch at signup; account takeover compromises an existing legitimate account through stolen credentials or session theft. Signup Shield focuses on the registration moment, while [account takeover](/use-cases/account-takeover) protection covers existing sessions. cside covers both surfaces. Didn't find what you were looking for? [Book a demo](/book-demo) Stop fake accounts at signup ## Turn every signup into a trust verdict One API call. Fuse email, domain, business, federation, behavioral, and cross-tenant signals into one explainable verdict, before the account exists. [Start free](/book-demo) [Book a demo](/book-demo) ### VPN Detection | Comply with Location-Specific Laws | cside Source: https://cside.com/solutions/vpn-detection VPN Detection # VPN Detection Software: Enforce Location Rules & Age Compliance with cside VPN Detection Detect VPN use in real time to enforce location rules and prevent geographic bypasses. [ Book a demo ](/book-demo)[ How it works ](#how-it-works)[ See pricing ](/pricing?product=fraud) Why VPN Detection Matters ## The rules have changed - 01 ### The Rules Have Changed When Texas HB1181 came into effect, VPN usage jumped. When Florida HB3 followed, the same thing happened again. When the UK's age-verification requirements were introduced, it happened again. In courts, lawmakers and licensors have made bypass methods by visitors your problem. - 02 ### A VPN or Spoofed IP is Your Responsibility This applies to content restriction and recent age verification laws. But even contractual agreements with content owners will have location-restriction requirements. A VPN or spoofed IP is your responsibility to detect. - 03 ### Non-Compliance Has Costly Consequences Attorney generals have the power to issue fines up to $10,000 per violation. Non-compliant websites risk being blocked at the ISP level in some states. Preventing non-compliance or contract breaches with your customers is crucial to your business. WITH CSIDE - Detect VPN usage with multi-level analysis - Customize responses based on VPN detection indicators - Go beyond static IP lists using our behavioral detections - Get insights from over 100 million daily requests How it works ## How cside's VPN detection works 100,420,105 With over 100 million requests per day, we analyze patterns at scale. 01 ### Network-Level Analysis With over 100 million requests per day, the cside network analyzes network requests constantly. Providing unique visibility into network-level fraud IP: 192.168.1.5 Stable ID We don't rely on IP addresses "IPs change. Identity doesn't." 02 ### Behavioral Indicators Our real value comes from indicators of VPN usage itself. We're not relying on IP addresses but instead the technology used to access the site Traffic Flow Allow 2FA / Captcha 03 ### Flexible Response Options Create access rules to specific content, or require stricter verification based on VPN indicators cside.init({ vpnDetection: true }); Protected 04 ### SDK Integration Easy integration with our SDK to customize your web content, customize your response to VPN usage. Compare ## More than just an IP list Traditional VPN detection relies on static IP lists that create a game of cat and mouse. cside goes deeper. Approach cside VPN Detection Static IP Lists Detection method Behavioral indicators and network-level analysis Known VPN IP addresses only Accuracy Detects even new or unknown VPN services Only catches known VPN IPs Response options Flexible: block content, require verification, or allow with conditions Binary: block or allow Data source 100M+ daily requests across the cside network Periodic third-party list updates False positives Lower - uses multiple indicators Higher - corporate VPNs often flagged Adaptation speed Real-time learning from network behavior Slow - requires list updates User experience Customizable - you control the response Hard blocks create friction Beyond blocking ## Go beyond 'just block VPNs' 01 When a user gets stopped from accessing content, it's reasonable to expect them to look for a way around it. 02 Detect VPN usage and respond using our SDK. Block access to certain content but allow other content types. 03 Require stronger verification based on risk indicators. 04 With cside's VPN detection, you get control and insights over VPN usage, with the ability to prevent user actions or access to content when indicators flag VPN usage. 05 Sometimes, you may want to allow a VPN as long as you know nothing fishy is going to happen. Pricing ## Start free, scale when ready No credit card required. Free plan stays free. Script Security Fingerprint Most popular Free Up to 2,000 pageviews. PCI DSS 6.4.3 and 11.6.1 included. No credit card required. $0 /month [Start for free](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=pricing) - Up to 2,000 pageviews/month - Unlimited domains - 7-day script history retention - PCI DSS 6.4.3 and 11.6.1 dashboard Business For up to 100,000 payment page views and beyond. Full PCI DSS 4.0.1 compliance automation. 14-day free trial. from $99 /month [Start trial](https://dash.cside.com/auth/signup?plan=business&utm_source=landing&utm_medium=website&utm_content=pricing) - Unlimited domains - Full PCI DSS 6.4.3 and 11.6.1 compliance dashboard - 30-day script history retention - Dependency graph & vendor load chain - Granular per-vendor permissions control Enterprise For high-volume payment pages and organisations that need custom SLA, SSO, and dedicated support. Custom [Talk to an expert](/book-demo) - Custom payment page view limits - 90-day script history retention - 99.9% uptime SLA - SSO and multi-team org layer - Dedicated account manager Free Up to 1,000 API calls/month. Device fingerprint ID, cross-session recognition, and basic intelligence signals. $0 /month [Start for free](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=pricing_fingerprint) - Up to 1,000 API calls per month - Device Fingerprint ID - Cross session recognition - Basic intelligence signals - 7-day data retention Business Browser fingerprinting with 99.7% accuracy across sessions, VPNs, and incognito mode. All intelligence signals including AI agent detection and VPN detection. $99 /month [Get started](https://dash.cside.com/auth/signup?plan=business&utm_source=landing&utm_medium=website&utm_content=pricing_fingerprint) - All intelligence signals - AI agent detection - VPN and proxy detection - 30-day data retention - IP enrichment and threat intelligence Enterprise For high-volume traffic and organisations that need chargeback fingerprinting, custom data retention, SSO, and dedicated support. Custom [Talk to an expert](/book-demo) - Chargeback Evidence (CB911) - Custom data retention - 99.9% uptime SLA - SSO and organisation layer - Dedicated account manager - Source data fields Need more? See the full pricing breakdown. [View all plans](/pricing) FAQ ## Questions, answered 01 How is cside's VPN detection different from using a static IP blocklist? We have a static list of IPs as a fallback. But our real value comes from indicators of VPN use itself. Not relying on the IP address as the indicator but instead the technology used to access the site. This means we can detect even new or previously unknown VPN services that wouldn't appear on any static list. With over 100 million requests per day, the cside network analyzes network requests all day every day. We have unique visibility into network level fraud. IP lists are a dead giveaway so invested users will use VPN services that aren't on the lists. Its better to focus on the technology used to make a request and etect VPNs that way than to make static lists. The same reasoning applies to [residential proxy detection](/solutions/residential-proxy-detection), where the exit IP belongs to a real household and never appears on a list at all. 02 Won't blocking VPNs just create a cat and mouse game with users? While you can use this context to simply block a user, that almost certainly creates a counter effect where a cat and mouse game unfolds. With our solution and SDK, its easy to customize your web content to stop access to restricted content or require more bulletproof verification to offset the risk of using a VPN. We strongly encourage customers to build logic into their applications to perform stricter verification on VPN usage requests instead of bluntly blocking them.Because sometimes, you may want to allow a VPN as long as you know nothing fishy is going to happen. 03 What laws or regulations require VPN detection? When Texas HB1181 came into effect, VPN usage jumped. When Florida HB3 followed, the same thing happened again. When the UK's age verification requirements were introduced, it happened again. This applies to content restriction laws, age verification laws and even contractual agreements with content owners. Content distrubution rights are usually restricted to specific jurisdictions and it can be your responsibility to detect VPN usage to comply with these restrictions. Attorney generals can issue fines up to $10,000 per violation and non-compliant websites risk being blocked at the ISP level in some states if age-verification is bypassed through VPNs.. 04 Can I customize how my site responds when a VPN is detected? Exactly, and we recommend doing it this way. Using our SDK, you can define exactly how your application should respond to VPN indicators. You might block access to certain content while allowing access to other parts of your site. You might require additional verification steps for users showing VPN indicators. Or you might simply log the detection for compliance purposes while still allowing access. You get the data and tools to make decisions based on your specific compliance requirements and user experience goals. 05 How does cside stay ahead of new VPN services and technologies? The cside network processes over 100 million requests per day. This scale lets us identify behavioral patterns and technical indicators of VPN usage, not just maintaining a list of known VPN IP addresses. When new VPN services come up or existing ones change their hosting provider our behavioral detection can identify them even if we've never seen those specific IPs before. We dig to the technology used to make a request and detect VPNs that way. Didn't find what you were looking for? [Talk to our team](/book-demo) Stay compliant ## Catch VPNs without static lists Behavioral detection across 100M+ daily requests. SDK ships in minutes. [Book a demo](/book-demo) [Talk to sales](/book-demo) ## Use Cases ### ESkimming Protection: Detect and Block Payment Page… Source: https://cside.com/eskimming Use case # ESkimming protection for checkout pages and payment forms Malicious JavaScript steals card data directly from the browser, before your server processes the transaction. cside monitors every script on every real user session and blocks skimmers before they fire. [Book a demo](/book-demo) [Start for free](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=hero) Payment page monitor Real browser session coverage Protected Script behavior Monitored Payment fields Guarded Suspicious exfiltration Blocked ## What is eskimming? Eskimming is a cyberattack where malicious JavaScript is injected into a website's checkout or payment page to steal card data as users type. The script runs inside the customer's browser. It copies credit card numbers, expiration dates, CVV codes, and billing details in real time, then sends them silently to an attacker-controlled server. The transaction completes normally. The customer gets their order confirmation. The merchant sees a clean payment. No server-side alarm fires. By the time stolen cards appear on the dark web, the attack may have been running for weeks. Eskimming is also called web skimming, digital skimming, formjacking, or a Magecart attack. The names describe the same browser-layer threat. [23M+ online transactions were compromised by active Magecart hacks in 2025, according to Mastercard. Source](https://www.mastercard.com/us/en/news-and-trends/stories/2026/recorded-future-annual-payment-fraud-report.html) [416,582 U.S. identity theft cases in 2023 were facilitated by skimmed credit card data, according to Mastercard. Source](https://www.mastercard.com/global/en/news-and-trends/stories/2024/what-is-digital-skimming-your-guide-to-staying-safe-while-shopping-online.html) [72,000+ websites were compromised by client-side attacks in Q2 2025, according to cside research. Source](https://cside.com/blog/client-side-attack-report-q2-2025) ## How an eskimming attack reaches your checkout page Attackers do not always need access to your own codebase. The most reliable route is through the third-party scripts your site already trusts. ### Supply chain attacks A trusted analytics pixel, A/B testing library, tag manager, or CDN script is compromised at the vendor level. The script comes from an approved domain, passes CSP checks, and behaves normally until the browser reaches a payment form. The [Polyfill.io attack](https://www.scworld.com/brief/over-100k-sites-hit-by-polyfill-io-supply-chain-attack) showed how quickly a trusted JavaScript dependency can become a broad delivery path. ### Direct injection Attackers exploit a CMS vulnerability, an unpatched plugin, or phished admin credentials to write malicious code directly into page templates or tag manager configurations. No third-party vendor is involved. The skimmer is served first-party. ### Fourth-party exposure Your third-party scripts load their own dependencies. The [Web Almanac 2025](https://cdn.httparchive.org/v1/static/almanac/ebooks/web_almanac_2025_en.pdf) found the median third-party inclusion chain depth is 3, meaning each dependency can introduce another script you may never have reviewed. ## The blind spot most security stacks share Eskimming lives entirely in the browser, on the client side, during a live user session. That is exactly where most enterprise security tools stop looking. ### WAFs and server-side monitoring A WAF monitors traffic flowing to your servers. Eskimming exfiltration flows from the customer's browser directly to an attacker's collection server. Your WAF never observes that connection. [ISACA](https://www.isaca.org/resources/news-and-trends/industry-news/2025/traditional-security-solutions-fall-short-in-protecting-against-web-client-runtime-risk) describes why provider-side tools have limited visibility into web client runtime risk. ### Content Security Policy CSP is valuable, but it approves domains, not what those domains serve. A compromised script from an approved domain clears CSP with no warning, and dynamic or inline script behavior can still create gaps. ### Periodic external scanners Scanners run from known cloud infrastructure on a schedule. Sophisticated attackers fingerprint the request origin and serve clean code to scanners while targeting real visitors between scan windows. How cside helps ## Browser-layer defense on real user sessions cside combines behavioral monitoring inside live user sessions with deep script inspection on cside infrastructure. ### Behavioral monitoring on every real session A lightweight cside script observes how every script behaves in the browser: which DOM elements it accesses, which form fields it reads, and which external domains it contacts. ### Deep script inspection cside fetches script contents on its own infrastructure for AI-powered analysis and compares payloads against threat intelligence gathered across monitored websites. ### Blocking before impact When malicious behavior is detected, cside blocks the script from completing its action. The checkout continues normally while the skimmer is stopped before card data leaves the browser. ### Inventory and change detection cside continuously inventories scripts, tracks payload changes, and alerts when unauthorized scripts, domains, or HTTP security header changes appear. Eskimming prevention and PCI DSS 6.4.3 / 11.6.1 PCI DSS 4.0.1 requirements 6.4.3 and 11.6.1 formalize what a sound eskimming prevention program should already do. [PCI SSC confirms](https://blog.pcisecuritystandards.org/just-published-pci-dss-v4-0-1) the future-dated requirements became effective on 31 March 2025. cside's [PCI Shield](/solutions/pci-shield) handles the workflow from script inventory to automated weekly reports. ![GDPR certification logo](/_astro/gdpr.DtUttxVN_Z1b9TAC.webp) GDPR ![SOC 2 certification logo](/_astro/soc2.DjN9-wmt_Z1VKifm.webp) SOC 2 ![PCI DSS certification logo](/_astro/pcidss.DepZxFFP_Z2o3oRL.webp) PCI DSS Trusted by security teams ## Built for checkout protection and compliance [72,000+ websites](https://cside.com/blog/client-side-attack-report-q2-2025) were compromised by client-side attacks in Q2 2025 alone. > "A simple PCI DSS solution backed by outstanding support." SOC 2 Type II PCI DSS GDPR ### Use Cases | Client-Side Security Platform | cside Source: https://cside.com/use-cases Use Cases # How cside can help your business Discover how cside help businesses remain secure, simplify compliance and prevent fraud on their websites. [Book a Demo](/book-demo) [Talk to an expert](/contact) Security ## Protect Against Client-Side Attacks [ Security ### Block Malicious Script Injections Stop script injections and client-side XSS by controlling all script execution at the browser level. Learn more ](/use-cases/script-injections)[ Security ### Stop 3rd Party Data Leaks Prevent PII data leaks from malicious and mismanaged 3rd-party scripts that load on your website. Learn more ](/use-cases/data-leaks)[ Security ### Stop Magecart Attacks Prevent credit card skimming and formjacking on your site by controlling all scripts that touch your checkout flow. Learn about Magecart attacks. Learn more ](/use-cases/magecart)[ Security ### ESkimming Protection Detect and block malicious JavaScript that steals card data from checkout pages before your server ever sees it. Learn more ](/eskimming)[ Security ### Secure Payment Portals Ensure your payment pages can't be tampered with and that every script running on them is legitimate, monitored and controlled. Learn more ](/use-cases/secure-payment-portals)[ Security ### CTEM at the Browser Layer Bring Continuous Threat Exposure Management into scope for third-party scripts, browser runtime risk and PCI DSS controls. Learn more ](/use-cases/ctem) Fraud ## Stop Fraud in Browser Sessions [ Fraud ### Applicant Check Detect fake applicants, deepfake interviews, VPN usage, virtual machines and suspicious browser environments before they reach your hiring team. Learn more ](/use-cases/applicant-check)[ Fraud ### Fraud Ops Intelligence Add browser-layer evidence to fraud investigations, rules, alerts, and internal decisioning workflows. Learn more ](/use-cases/fraud-ops-intelligence)[ Fraud ### Prevent Account Takeover Detect credential stuffing, session hijacking, and unauthorized logins with client-side signals that server-side fraud tools miss. Learn more ](/use-cases/account-takeover)[ Fraud ### Detect Account Sharing Identify shared accounts with device fingerprinting. Enforce device limits, trigger upgrade prompts, and convert freeloading users into paying customers. Learn more ](/use-cases/account-sharing)[ Fraud ### Stop Fake Signups Block fake account creation and multi-accounting with device fingerprinting that links many signups to one device, even when emails and IPs rotate. Learn more ](/use-cases/new-account-fraud)[ Fraud ### Stop Multi-Accounting & Trial Abuse Catch trial farming, bonus abuse, and duplicate accounts with device fingerprinting that links many signups to one device, even when emails and IPs rotate. Learn more ](/use-cases/multi-accounting)[ Fraud ### Stop Stolen Credit Card Testing Block carding and BIN enumeration at checkout with browser fingerprinting that catches AI card-testing agents before the transaction completes. Learn more ](/use-cases/card-testing) Compliance ## Meet Regulatory Requirements [ Compliance ### PCI DSS 4.0.1 Compliance Meet requirements 6.4.3 and 11.6.1 with automated script monitoring and integrity verification. Learn more ](/use-cases/compliance/pci-dss)[ Compliance ### GDPR Privacy Enforcement Enforce data privacy policies and prevent unauthorized data collection in the browser. Learn more ](/use-cases/compliance/gdpr)[ Compliance ### CCPA/CPRA Privacy Controls Control browser-side data collection and prove how third-party scripts handle California resident data. Learn more ](/use-cases/compliance/ccpa-cpra)[ Compliance ### HIPAA Security Controls Protect patient health information with client-side security controls and audit trails. Learn more ](/use-cases/compliance/hipaa)[ Compliance ### SOX Financial Controls Maintain financial reporting integrity with client-side script controls and monitoring. Learn more ](/use-cases/compliance/sox)[ Compliance ### DORA Third-Party ICT Risk Monitor browser-side third-party dependencies that can affect operational resilience for financial entities. Learn more ](/use-cases/compliance/dora)[ Compliance ### ISO/IEC 27001 Evidence Generate client-side monitoring evidence for supplier risk, data flow control, and security management reviews. Learn more ](/use-cases/compliance/iso27001) Why Choose cside ## The Client-Side Intelligence Platform ### Real-Time Protection Monitor and control every script that loads in your users' browsers. Detect and block malicious behavior before it compromises user data or violates compliance requirements. ### Compliance Ready Built-in support for major compliance frameworks including PCI DSS, GDPR, HIPAA, and SOX. Automated reporting and audit trails make compliance easier. ### Zero Performance Impact Our platform adds security without slowing down your site. cside monitors scripts asynchronously, ensuring zero performance impact on your pages. ### Account Sharing Detection Software | cside Source: https://cside.com/use-cases/account-sharing Account Sharing # Account Sharing Detection Software Use persistent visitor IDs and live browser-runtime signals to identify suspected shared accounts, enforce device and session limits, and convert non-paying users into customers. [ Book a demo ](/book-demo)[ Start for Free ](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=hero) ## Shared Accounts Are Costing You Revenue Every shared login is a paying customer you already acquired but never converted. Account sharing erodes per-seat pricing, inflates infrastructure costs, and destroys the audit trail you need for compliance. ### Lost Revenue Streaming platforms lost an estimated [$2.3 billion](/blog/prevent-account-sharing-full-guide-for-businesses) to password sharing in 2022 alone. ### Per-Seat Leakage Converting even 10% of shared SaaS users represents significant ARR recovery. ### Broken Audit Trails When multiple people use one login, you can't attribute actions to individuals. This creates compliance exposure. ### Security Exposure Shared credentials in Slack channels, emails, or shared docs extend the attack surface of credential theft. ## Why Account Sharing Keeps Growing Per-seat pricing creates a direct incentive to share As SaaS costs rise, teams share a single login to avoid paying for additional seats. The more expensive the tool, the stronger the incentive. Shared credentials end up in Slack channels and shared docs where anyone can access them. Sharing marketplaces normalize credential reselling Platforms like Sharesub and Spliiit let account holders sell access to strangers. While users see it as saving money, it creates a pipeline for credential exposure and unauthorized access at scale. IP-based detection produces too many false positives Traditional IP-based approaches flag legitimate users who log in from work, home, and mobile networks. VPNs make things worse. Without device-level signals, you end up either blocking real users or ignoring actual sharing. WITH CSIDE Persistent visitor IDs (device, browser, behavioral signals) track devices per account across sessions, incognito, and VPN use. Detect impossible travel and multi-device anomalies that indicate credential sharing. Feed signals into your MFA tools, session management, or upgrade prompts via API and webhooks. Privacy-compliant detection that runs passively with zero user friction. ## How cside detects account sharing Device IP Timezone Network Canvas Language visitor\_8f92a4c7 ### Fingerprint every session cside collects 250+ device, network, and behavioral signals on every session to build a persistent device identity without cookies or user friction. - Generate a stable visitor ID that holds across sessions, incognito mode, cleared storage, and VPN use. - Track unique devices per account and detect when new devices appear. Flag rapid device accumulation as a sharing indicator. - Identify impossible travel, concurrent sessions from different locations, and behavioral anomalies that signal shared credentials. IP RiskHigh DeviceSpoofed BehaviorBot-like Rules Engine ### Enforce limits and recover revenue Wire fingerprinting signals into your auth flow to enforce device limits, trigger upgrade prompts, and convert shared users. - Feed device IDs and risk signals into your existing rules engine via API or webhooks. Build enforcement that fits your product. - Trigger soft upgrade prompts when sharing is detected. Convert freeloaders into paying users without punishing anyone. - Set device ceilings per account and plan tier. When the limit is hit, prompt users to manage devices or upgrade their plan. ## Raw signals for account sharing detection Access signals through a developer-friendly API or webhooks. Enforce account limits and protect revenue. Geolocation VPN IP Address Proxy WebGL WebGPU Velocity Signals Bot Detection AI Agent Detection Device Fingerprint TOR Font Set Virtual Machine ## Industries hit hardest by account sharing [ ### SaaS Platforms Per-seat pricing makes credential sharing a direct revenue leak. Teams dodge seat costs by sharing a single login. ](/industry/saas) ### Streaming Services Password sharing cost streaming platforms billions before enforcement. Netflix added 50 million subscribers after their crackdown. ### Paywalled Content News sites, research platforms, and premium publishers lose subscriptions when one login serves an entire team. ## Resources to help you fight account sharing [BLOG ### How to Prevent Account Sharing: Full Guide for Businesses ](/blog/prevent-account-sharing-full-guide-for-businesses)[USE CASE ### How to Stop Account Takeover Fraud with Fingerprinting ](/use-cases/account-takeover)[SOLUTION ### cside Fingerprinting: Device Intelligence for Fraud Prevention ](/solutions/device-intelligence)[BLOG ### How to Block AI Agents on Your Website ](/blog/how-to-block-ai-agents-on-your-website-guide) ## Why cside outperforms traditional sharing defenses cside combines fingerprinting signals with deep browser runtime monitoring that traditional fingerprinting tools ignore. vs. IP-Based Detection vs. Session Limits Alone vs. MFA Alone Identifies devices regardless of IP, VPN, or network changes Distinguishes genuine multi-device usage from actual sharing Detects sharing even when the account holder approves MFA for others No false positives from users logging in at home, work, and mobile Adds device identity to session counts for higher accuracy Adds a passive detection layer with zero user friction Catches sharing behind residential proxies and corporate VPNs Tracks device accumulation over time, not just concurrent sessions Provides forensic evidence of which devices accessed the account START FOR FREE ## Get started with cside Free plan includes 1,000 API calls per month with basic signals. Upgrade for full intelligence starting at $99/month for 50K API calls. [ Book a demo ](/book-demo)[ Start for Free ](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=hero) Trusted by enterprise security & fraud teams: > “Evolving fraud tactics and shifts in consumer behavior are colliding for merchants. By joining forces with cside, we're delivering solutions that address real-world issues merchants struggle with daily, such as friendly fraud chargebacks.” Monica Eaton, CEO of Chargebacks911. ![cside Session Activity dashboard showing fingerprint data, device info, and security checks](/images/session-activity-fingerprint.svg) Learn more ### Passive detection with zero friction cside collects device and browser signals passively during every page load. There are no challenges, pop-ups, or extra steps. Legitimate users never know it's there, while shared accounts are flagged by the device signals they produce. ### Device limits and concurrent session enforcement Track unique visitor IDs per account that are checked against limits per plan tier. When a new device exceeds the limit, trigger an enforcement action: an MFA challenge, a device management screen, or an upgrade prompt. Combine device counts with concurrent session monitoring for high-accuracy detection. ### Getting started with cside account sharing prevention Add the cside script to your website and fingerprinting starts working immediately. Device IDs populate your dashboard and are available via API. From there, wire the signals into your auth flow, session management, or upgrade prompts to enforce limits and recover revenue. FAQ Frequently Asked Questions [View all FAQs](/faq) How does cside fingerprinting detect account sharing? cside generates a persistent device ID from 250+ browser, device, and behavioral signals. This ID holds across sessions, incognito mode, cleared storage, and VPN use. By tracking unique device IDs per account, you can detect when more devices are accessing an account than your policy allows and trigger enforcement actions. What signals indicate account sharing? Rapid device accumulation on a single account, impossible travel (the same account active in two distant locations within a short window), concurrent sessions from different devices, and unusual patterns like a consumer account suddenly accessed from five different operating systems. No single signal confirms sharing. Combining multiple signals produces the most reliable detection. How is account sharing different from account takeover? Account sharing is voluntary. The account holder knowingly gives their credentials to someone else. Account takeover is unauthorized. An attacker gains access through stolen credentials, phishing, or session hijacking. The detection signals overlap, but the response is different: sharing calls for upgrade prompts and device limits, while takeover calls for session termination and credential resets. Can I integrate cside signals into my existing auth flow? Yes. cside provides device IDs and raw signal data via REST API and real-time webhooks. You can feed them into your session management, rules engine, MFA tools, or in-app upgrade prompts. Most teams integrate within a day. Is fingerprinting for account sharing prevention GDPR compliant? Yes. GDPR Recital 47 recognizes fraud prevention as a legitimate interest, which allows device fingerprinting for security purposes without requiring explicit consent. cside's fingerprinting is cookieless and collects no personally identifiable information. How should I respond when account sharing is detected? Start soft and escalate gradually. Begin with an upgrade prompt: 'It looks like this account is being used on multiple devices. Add a team member for $X/month.' If sharing continues, enforce device limits or require verification on new devices. Reserve hard blocks for commercial credential reselling. ### Account Takeover Prevention & Impossible Travel Detection… Source: https://cside.com/use-cases/account-takeover Account Takeover # Account Takeover Prevention: Detect ATO Before It Happens Detect suspicious logins in real time, from how the session actually behaves, not static IP or device block-lists, to prevent hijacked account access, credential theft, and fraudulent transactions. [ Book a demo ](/book-demo)[ Start for Free ](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=hero) ## Attackers Are Bypassing MFA Credential stuffing runs 24/7 (AI-based bots testing at scale), session hijacking replays stolen cookies, and phishing attacks are getting more advanced. Even if you use MFA, user accounts can still be compromised. ### Fraud Losses eCommerce merchants lose [3.2%](https://merchantriskcouncil.org/learning/mrc-exclusive-reports/global-payments-and-fraud-report) of annual revenue to payment fraud. ### False Chargebacks ATO related chargebacks cost [76%](/blog/ecommerce-best-practices-to-prevent-account-takeover-fraud) more than regular chargebacks. ### Lost Consumer Trust [42%](/blog/ecommerce-best-practices-to-prevent-account-takeover-fraud) of consumers cancel their account where ATO took place. ### Financial Penalties Weak anti-fraud mechanisms lead to fines from [VAMP](/solutions/chargeback-evidence) and [PCI DSS](/solutions/pci-shield). ## Why Account Takeover Is Growing Stolen credentials are cheap and abundant Billions of username-password pairs are available on the dark web. Credential stuffing tools test them against login pages at scale, and most businesses have no visibility into these attacks at the browser level. Session hijacking bypasses authentication Attackers steal session tokens through phishing, malware, or man-in-the-browser attacks. Once they have a valid session, they skip login entirely and traditional auth checks see nothing wrong. Fraud tools focus on transactions, not logins Most anti-fraud platforms trigger after a suspicious transaction. By then, the attacker already has access to the account, changed recovery details, and extracted value. WITH CSIDE Fingerprint browser sessions to detect credential stuffing bots and automation. Identify session hijacking by comparing device and behavioral signals. Detect account access from suspicious environments (VPNs, VMs, headless browsers). Feed real-time risk signals into your existing auth and fraud stack. ## How cside detects account takeover Device IP Timezone Network Canvas Language visitor\_8f92a4c7 ### Fingerprint every session cside collects 250+ device, network, and behavioral signals on every session to build a real-time risk profile without adding user friction. - Capture device fingerprint, geolocation, VPN/proxies, browser configurations, and more. - Detect bots, headless browsers, and AI agents that mimic human behavior to bypass traditional authentication. - Establish a behavioral baseline for every visitor and flag deviations. New devices, impossible travel, or unusual session patterns. IP RiskHigh DeviceSpoofed BehaviorBot-like Rules Engine ### Inform fraud decisions Challenge, block, or flag suspicious activity to protect your users and cut down your fraud losses. - Feed raw signals into your existing rules engine via API/webhook or use pre-built alert templates of high risk patterns. - Combine with your account activity data (user behavior patterns) for high-accuracy decisions with fewer false positives. - Enable risk-based authentication that only steps up when something looks wrong, allowing trusted users to sail through smoothly. ## Raw signals for ATO prevention Access signals through a developer friendly API or webhooks. Protect payment & login pages, forms, and platform integrity. Geolocation VPN IP Address Proxy WebGL WebGPU Velocity Signals Bot Detection AI Agent Detection Device Fingerprint TOR Font Set Virtual Machine ## Designed for industries targeted by ATO [ ### eCommerce Websites Hijacked accounts drain stored payment methods and generate costly chargebacks. ](/industry/ecommerce)[ ### FinTech Websites Credential stuffing and session hijacking target banking logins for direct financial theft. ](/industry/payments)[ ### Travel Websites Stolen accounts are used to book trips with saved cards, then cancelled for credit or resold. ](/industry/airlines) ## Resources to help you fight back against fraud [WEBINAR ### The Evidence Economy: How Browser Layer Signals Reduce Chargebacks ](/webinar-chargebacks911-cside)[BLOG ### How to Stop Account Takeover Fraud: Guide for Businesses ](/blog/account-takeover-fraud-prevention)[ARTICLE ### How to Improve Your VAMP Ratios (VISA) with Fingerprinting ](/solutions/chargeback-evidence)[BLOG ### How to Block AI Agents on Your Website ](/blog/how-to-block-ai-agents-on-your-website-guide) ## Why cside outperforms traditional ATO defenses cside adds browser-layer visibility that server-side tools lack. vs. IP-Based Rate Limiting vs. MFA Alone vs. Server-Side Fraud Tools Detects distributed attacks across rotating IPs Catches session hijacking related JavaScript injections Captures client-side signals invisible to server logs Identifies returning attackers even when IPs change Adds a passive risk layer with zero user friction Links sessions across devices and accounts Distinguishes residential proxies from legitimate users Social engineering bypasses MFA Provides forensic evidence for incident investigation START FOR FREE ## Get started with cside Free plan includes 1,000 API calls per month with basic signals. Upgrade for full intelligence starting at $99/month for 50K API calls. [ Book a demo ](/book-demo)[ Start for Free ](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=hero) Trusted by enterprise security & fraud teams: > “Evolving fraud tactics and shifts in consumer behavior are colliding for merchants. By joining forces with cside, we're delivering solutions that address real-world issues merchants struggle with daily, such as friendly fraud chargebacks.” Monica Eaton, CEO of Chargebacks911. ![cside Session Activity dashboard showing fingerprint data, device info, and security checks](/images/session-activity-fingerprint.svg) Learn more ### Passive detection with zero login friction cside collects device and browser signals passively during login. There are no challenges, pop-ups, or extra steps. Legitimate users experience zero friction, while attackers are flagged by the signals they cannot hide. ### Real-time signals on every session cside delivers device, network, and behavioral signals the moment a session starts. Your fraud stack gets risk data before login completes, so you can challenge or block suspicious attempts as they happen instead of investigating after the damage is done. ### Getting started with ATO prevention Add the cside script to your login and account pages. Fingerprinting starts working immediately, sessions are captured, and your dashboard populates with risk signals. From there, wire the signals into your auth flow to challenge or block suspicious logins. FAQ Frequently Asked Questions [View all FAQs](/faq) How does cside fingerprinting help me reduce account takeover fraud? cside fingerprints every visitor through 250+ device, network, and behavioral signals. This establishes a safe baseline. When a visitor logs in from an unrecognized device or shows suspicious patterns that deviate from the baseline, you can challenge or block them before unauthorized access turns into a costly fraud case. Can I get raw fingerprinting signals through an API or webhook? Yes. Every signal we collect is available via API and real-time webhooks. You can pipe them into whatever system you're already using. What are common signals that indicate account takeover? "Impossible travel" (e.g. two logins from different continents within minutes of each other), multiple failed attempts in a short window, VPN or proxy usage on a previously clean account, and mid-session device changes. Any one of these is worth a second look. Several together is a strong indicator of compromise. Can I integrate cside into my custom rules engine or existing anti-fraud tools? Yes. cside has an API and webhook option that feeds raw signals into your own rules engine, SIEM, or fraud platform. We also offer pre-built rule templates if you want alerts out of the box. ### Stop Fraudulent Job Applications | Applicant Check by cside Source: https://cside.com/use-cases/applicant-check Applicant Check # Stop Fraudulent Job Applications Remote hiring has made the job application process a new entry point for attackers using fabricated identities and technical evasion. [ Book a demo ](/book-demo-applicant-check)[ How it works ](#how-it-works) Queue QUEUE ![cside](/favicon.svg) Hired HIRED Rejected REJECTED Waiting for applicant... ## Remote Hiring Created New Attack Vectors Hackers disguised as applicants Well-funded hackers, many from North Korea, submit hundreds of resumes and pose as candidates to infiltrate your intellectual property. Hard to spot, easy to fake They use fake identities, deepfake interviews over Zoom, VPNs, and virtual machines to bypass traditional screening. One bad hire brings massive risk One successful attack exposes code and customer data. At the very least it wastes your recruiter time and budget in the process. WITH CSIDE Fingerprint browser sessions to detect suspicious signals (VMs, VPNs, bots) Block fraudulent applications before they reach your ATS Protect against nation-state impostors looking to gain access to your code, data, or credentials Free up time for recruiters to focus on legitimate candidates ## How a DPRK IT worker gets flagged One click is all it takes. The moment an applicant confirms interest, cside cross-references their devices, network, environment, and writing, before they ever reach an interview. Application portal Re: Senior Frontend Engineer, next stepsConfirm you're interested in this role and want to be considered going forward. Applicant's answer Confirm interest ![cside](/favicon.svg)cside · live signals MONITORING DevicesAwaiting signal… NetworkAwaiting signal… EnvironmentAwaiting signal… WritingAwaiting signal… FLAGGED: DPRK\_IT\_WORKER\_INDICATORSAuto-rejected · Team notified ![WIRED Magazine logo](/_astro/wired.EHzSwHE1_Zne8y8.webp) Read more on the featured report in WIRED Magazine North Korea Stole Your Job: How AI is making remote hiring fraud more sophisticated [Read Article](https://www.wired.com/story/north-korea-stole-your-tech-job-ai-interviews/) ## Catch Suspicious Signals on the Client-Side Screen Res Canvas Audio WebGL Fonts Timezone Fingerprint Unique Fingerprint Ready Fingerprint every browser A website script collects privacy-compliant technical clues and turns them into a unique code. Browser Normal Browser Headless Server VM\_DETECTED HEADLESS\_CHROME Ready Detect suspicious environments Our engine checks for signs of fraud: virtual machines, VPN, headless browsers, mismatched time zones or other odd patterns. Applicant Tracking System Candidate Status Verified SC Sarah Chen Interview Verified MJ Mike Johnson Pending Verified Instant alerts Suspicious fingerprints send an alert to your ATS to auto-reject or flag for further review. ## Built for Frequently Targeted Industries [ ### SaaS Protect code and cloud keys from state-sponsored attacks. ](/industry/saas)[ ### Financial Services Meet strict onboarding and insider threat standards. ](/industry/payments)[ ### Healthcare Stop fake hires from accessing medical research and patient data. ](/industry/healthcare)[ ### Crypto Bad actors target crypto because of its anonymity. ](/industry/crypto) ## How cside Applicant Check Outperforms Traditional Screening Feature Applicant Check Device ID Traditional Screening Covers every browser & OS (96 % accuracy) ✓ Relies on IP / email only Detects VMs, VPNs, and headless browsers ✓ Usually ignored Privacy-friendly (non-sensitive signals) ✓ Often stores PII or cookies Real-time API / webhook for ATS ✓ Manual log review Contact Us ## Recruiters Aren't Trained to Fight Fraudsters. Filter Them Out Early. > "cside helped our insider risk program prevent infiltration before it happened. Helping security and recruiting teams focus on what really matters." By checking this box, you consent to receive communications from cside Book a demo FAQ Frequently Asked Questions [View all FAQs](/faq) How do malicious job applicants bypass traditional hiring security measures? At various level bypass methods are being used. To prevent you from seeing where the user is applying from VPN services are used. To apply for many applications fast they generate answers to questions in forms using LLMs. When going through identity verifications fake ID cards are being used sometimes using stolen identities. During interviews life answering bots help them respond to questions. There have even been videos circulating on the web where the bad actor used deep fake technology to cover their face. What makes cside's device fingerprinting effective for detecting malicious job applicants? The device fingerprinting looks for signals indicating that the application is made from automated or remote environments. Essentially separating real human devices from automated environments. How can I tell if a job applicant is using a virtual machine or VPN? Cside simply detects signals that indicate VPN use as well as using virtual machines. There are a number of methods we use. None of the methods we use compromise a users privacy, they purely relate to system hardware identifiers. Why are technology companies and government contractors particularly at risk? Valuable intellectual property, access to user data, source code and API access keys to sensitive environments like payment platforms mean that bad actors have the highest chance of finding high value substance to exploit your business. Independent of the role, they will try to get their hands on the highest value items to resell or extort your business. ### Card Testing Fraud Detection: Stop Carding Attacks | cside Source: https://cside.com/use-cases/card-testing Card Testing # Card Testing Fraud Detection: Stop Carding Attacks Catch carding and BIN enumeration at checkout by reading how the session behaves as it happens, not just velocity rules, link rapid card cycling to one device, and block AI card-testing agents before the transaction completes. [ Book a demo ](/book-demo)[ Start for Free ](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=hero) ## Card Testing Is a Checkout-Layer Problem Fraudsters validate stolen card numbers by running small or rapid transactions through your checkout. Each successful test becomes a chargeback, and a single run can push you into a card-network monitoring program with escalating fines. ### $1.1B in Enumeration Losses Visa estimates enumeration attacks cause [$1.1 billion](/blog/how-to-block-ai-credit-card-testing-agents) in annual fraud losses globally. ### Chargebacks & Fees Every successful test becomes a chargeback: the transaction amount, chargeback fees, and operational processing time, all on you. ### Monitoring Programs & Fines Cross Visa's [VAMP](/blog/vamp-2026-merchant-playbook) 20% enumeration ratio or Mastercard's EFM threshold and fines escalate until your ability to process payments is at risk. ### Fast Follow-On Fraud [33% of enumerated accounts](/blog/how-to-block-ai-credit-card-testing-agents) experience fraud within five days of being tested. ## Raw signals for card testing detection Access signals through a developer friendly API or webhooks. Protect checkout, payment, and donation flows. Behavioral signal layerbrowser use · computer use · livebrowser use session · humancomputer use session · agentexample.com/checkouthuman · verifiedEmailsam@acme.devCard number4242 4242 4242 4242Order notesComplete purchaseSubtotal$128.00Shipping$0.00Total$128.00Payments are encrypted end to endsam@acme.dev · autofillagent session · connectingexample.com/checkoutautomated · flaggedEmailsam@acme.devCard number4242 4242 4242 4242Order notesAI-written text patterns · 0.97Complete purchaseSubtotal$128.00Shipping$0.00Total$128.00Payments are encrypted end to endmouse trajectoryscroll cadencekeystroke spacingσ 57 msmouse trajectoryscroll cadencekeystroke spacingσ 0 mscside · behavioral detectionmouse trajectoryscroll cadencekeystroke spacingtyping rhythmAI-written text patternsbrowser-use automationHow it moves, scrolls, types, and writes -a few of the 250+ signals cside reads.cside behavioral detection Geolocation VPN IP Address Proxy WebGL WebGPU Velocity Signals Bot Detection AI Agent Detection Device Fingerprint TOR Font Set Virtual Machine ## Why Card Testing Slips Past Checkout Defenses Residential proxies give every test a clean IP Card testers route through residential proxy networks, real consumer IP addresses with no prior fraud history. They are clean by every standard reputation measure, so IP blocking never fires. AI testers run in real browsers at human speed Modern card-testing agents run inside real Chrome, mimic human behavior, and vary their timing. They slow down and spread requests across sessions to stay under velocity thresholds built for fast, scripted bots. In cside testing, engineers bypassed traditional bot detection in [81 of 100 scenarios](/blog/how-to-block-ai-card-testing-agents). Low-value, no-login targets clear basic checks Card testers favor donation forms and low-minimum checkouts with no cart flow and no login required. A real Chrome user-agent, a clean residential IP, and a sub-threshold amount clear basic fraud checks, while the real cardholder discovers the test later. WITH CSIDE Read 250+ browser and behavioral signals at checkout to flag automation and anti-detect browsers in real time. Link rapid card cycling and repeated CVV attempts to one device fingerprint cluster, even across rotated cards and IPs. Detect AI agents and headless frameworks running inside real Chrome on clean residential IPs that pass CAPTCHA and velocity rules. Feed real-time risk signals into your payment, 3DS, and rules stack to block before submission, not after the chargeback. ## How cside detects card testing Device IP Timezone Network Canvas Language visitor\_8f92a4c7 ### Fingerprint every checkout cside collects 250+ device, network, and behavioral signals on every payment attempt to build a persistent device identity that holds across sessions, incognito, cleared storage, and VPNs. - Capture device fingerprint, geolocation, VPN/proxy, browser configuration, and form-fill behavior at the moment of payment. - Surface rapid card cycling and repeated CVV attempts tied to the same device fingerprint cluster, even across rotated cards and IPs. - Detect that an anti-detect browser or automation framework is in use, not just the spoofed output it produces. IP RiskHigh DeviceSpoofed BehaviorBot-like Rules Engine ### Block before the charge Stop a card-testing run before the transaction completes, the moment that prevents every downstream cost. Feed signals into your rules engine to block, challenge, or allow each attempt in real time. - Send raw signals to your payment and rules stack via API or webhook to score each checkout before submission. - Apply a challenge such as 3DS or a behavioral CAPTCHA when signals are elevated but not definitive, so legitimate fast checkouts pass. - Hard-block high-confidence sessions that match a flagged fingerprint cluster, before a chargeback or monitoring-program fine. ## Built for platforms hit by card testing [ ### eCommerce Checkout and donation forms with low minimums are prime targets for validating stolen cards at scale. ](/industry/ecommerce)[ ### Payment Platforms PSPs and gateways absorb enumeration attacks across every merchant they serve, and the monitoring-program risk that follows. ](/industry/payments)[ ### Crypto Platforms On-ramps and exchanges are heavily carded because stolen cards convert straight into hard-to-reverse assets. ](/industry/crypto) ## Resources to help you stop credit card testing [BLOG ### AI-Agent Based Credit Card Testing Bots: How to Stop Them ](/blog/how-to-block-ai-credit-card-testing-agents)[BLOG ### How to Block AI Card-Testing Agents ](/blog/how-to-block-ai-card-testing-agents)[BLOG ### How Merchants Can Prevent Chargebacks ](/blog/merchant-chargeback-prevention)[BLOG ### VAMP 2026 Merchant Playbook ](/blog/vamp-2026-merchant-playbook) ## Why cside outperforms traditional payment fraud tools cside adds browser-layer visibility that velocity rules, IP reputation, and CAPTCHA can't see. vs. Velocity Rules vs. IP Reputation vs. 3DS / CAPTCHA Catches testers that slow down to stay under thresholds Flags clean residential proxies by the device behind them Detects AI agents and solvers that pass the challenge Reads the browser environment, not the request rate Sees anti-detect browsers running inside real Chrome Runs passively with no added checkout friction Links rapid card cycling across rotated sessions Captures client-side signals invisible to server logs Fires before submission, not after the chargeback START FOR FREE ## Get started with cside Free plan includes 1,000 API calls per month with basic signals. Upgrade for full intelligence starting at $99/month for 50K API calls. [ Book a demo ](/book-demo)[ Start for Free ](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=hero) Trusted by enterprise security & fraud teams: > “Evolving fraud tactics and shifts in consumer behavior are colliding for merchants. By joining forces with cside, we're delivering solutions that address real-world issues merchants struggle with daily, such as friendly fraud chargebacks.” Monica Eaton, CEO of Chargebacks911. ![cside Session Activity dashboard showing fingerprint data, device info, and security checks](/images/session-activity-fingerprint.svg) Learn more ### Passive detection with zero checkout friction cside collects device and browser signals passively while a shopper completes checkout. There are no challenges or extra steps for legitimate buyers, while automated and AI-driven card testers are flagged by the signals they cannot hide. ### One device, many cards A card tester can rotate stolen card numbers and residential IPs freely, but the device running the session is rare to rotate. The same fingerprint cycling through fourteen cards in one sitting is high-confidence card testing even when each individual transaction stays under your velocity rules. ### Getting started with card testing prevention Add the cside script to your checkout and payment pages. Fingerprinting starts working immediately, payment attempts are scored, and your dashboard populates with risk signals. From there, wire the signals into your payment flow to challenge or block card testing before the transaction completes. FAQ Frequently Asked Questions [View all FAQs](/faq) How does cside detect AI credit card testing? cside reads 250+ device, network, and behavioral signals during the checkout interaction itself. It flags automation frameworks and anti-detect browsers by the traces they leave in the browser execution environment, and links rapid card cycling and repeated CVV attempts back to one device fingerprint cluster, even when the tester rotates cards and residential IPs. Why don't velocity rules and IP blocking stop card testers? AI card testers use residential proxy networks with clean IP reputations and vary transaction timing to stay under velocity thresholds. They rotate sessions across different IPs, fingerprints, and browser instances. Controls built for fast, scripted bots using known-bad IPs do not catch a well-configured card-testing operation. cside evaluates the browser environment, which the tester cannot make look clean. What browser signals reveal card testing? Key signals include rapid card-number cycling, repeated CVV attempts on the same card, checkout paths with no prior shopping context, and form-fill timing outside human variance. When those behavioral signals combine with a detected VPN or fingerprint inconsistencies, the risk score climbs, and a shared fingerprint across flagged sessions confirms a coordinated run. Should I challenge or block a card-testing session? Apply a challenge, such as a 3DS prompt or behavioral CAPTCHA, when signals are elevated but not definitive, since the session may be a legitimate fast checkout. Apply a hard block when signals are high-confidence and the session matches a flagged fingerprint cluster or adapts to your fraud controls. A graduated response reduces false positives on real fast checkouts. How does card testing affect my fraud rate and processing costs? Successful tests become chargebacks, costing the transaction amount, chargeback fees, and processing time. High chargeback and enumeration rates trigger card-network monitoring programs like Visa's VAMP and Mastercard's EFM, which impose escalating fines and can restrict your ability to process payments. A single testing run can push a compliant merchant into a monitoring program, and exiting takes months of clean volume. ### Browser Level Privacy Enforcement | GDPR, CCPA, HIPAA… Source: https://cside.com/use-cases/compliance Compliance # Browser-Level Enforcement of GDPR, CCPA & HIPAA Cookie & consent policies can be violated by website scripts that are malicious or misconfigured. cside enforce data privacy preferences for every script to comply with GDPR, CCPA, or HIPAA requirements. [Get Started](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=hero) [Book a Demo](/book-demo) ![A screenshot of cside's compliance dashboard](/_astro/screen_mockup.CDHtHjVY_1SM1mW.webp) What Non-compliance Looks Like ## Privacy Violations Happen in the Browser ### Data is collected without consent 3rd-party scripts have access to read PII, health info, and session behavior, and more. A user might have consented to your web app, but scripts can change functionality unknowingly. ### 3rd-party scripts violate your own policies Ad tech, chat tools, and analytics vendors may update or inject new behavior without your knowledge or control. ### You have no audit trail for browser-side data activity GDPR, CCPA, and HIPAA require documentation and accountability. Without monitoring in the browser, you're blind to what happens at runtime. ### You risk fines, investigations, and loss of trust Even unintentional collection or breaches can trigger legal action. Failing an audit costs time, resources and potential fines. cside makes you PCI DSS, GDPR & HIPAA Compliant In The Browser ## Monitor every script, detect unauthorized data access, and block non-compliant behavior in real time. ![Illustration showing privacy compliance monitoring and data protection controls](/_astro/prevent.D0WHOjPS_Z1BDHr8.svg) Compliance Frameworks ## Specific Regulatory Requirements [ ### PCI DSS 4.0.1 Meet requirements 6.4.3 and 11.6.1 with automated script monitoring and integrity verification Script inventory and authorization Integrity monitoring and alerts Weekly compliance reporting Automated change detection ](/use-cases/compliance/pci-dss)[ ### GDPR Privacy Enforce data privacy policies and prevent unauthorized data collection in the browser Live runtime visibility and alerts Stops overcollection of data Pre-execution control and script blocking Cross-border transfer controls Audit-ready reports 24/7 ](/use-cases/compliance/gdpr)[ ### CCPA/CPRA Honor consumer privacy rights and GPC signals with automated enforcement and audit-ready compliance Consent and choice enforcement Pre-execution control and script blocking Live runtime visibility and alerts Stops over-collection of data Destination enforcement and audit-ready logs 24/7 ](/use-cases/compliance/ccpa-cpra)[ ### HIPAA Protect patient health information with client-side security controls PHI-safe tracking controls Live runtime visibility and alerts Stops over-collection of data Script integrity and change detection Audit-ready reports 24/7 ](/use-cases/compliance/hipaa)[ ### SOX Maintain financial reporting integrity with client-side script controls Pre-execution policy enforcement Live runtime visibility & alerts Script integrity monitoring Destination enforcement Audit-ready evidence 24/7 ](/use-cases/compliance/sox)[ ### DORA Meet Digital Operational Resilience Act requirements with ICT risk management and incident reporting Pre-execution policy enforcement for scripts/tags Live runtime visibility & alerts Script integrity and change detection Destination enforcement Audit-ready evidence 24/7 ](/use-cases/compliance/dora)[ ### ISO/IEC 27001 Build trust with the global standard for information security management Pre-execution policy enforcement for scripts/tags Live runtime visibility & alerts Script integrity and change detection Data minimization Audit-ready evidence 24/7 ](/use-cases/compliance/iso27001) Why Client-Side Compliance Matters ## Most Privacy Tools Miss the Browser Most privacy tools focus on backend systems and cookie banners. But violations often happen before the user clicks "Accept", or through dynamic frontend behavior. Scripts can read form fields before submission and exfiltrate to unknown 3rd parties. Compliance breaches happen through misconfigured or malicious 3rd-party JavaScript. cside's architecture offers real-time monitoring, blocking, and forensic tracking of all client-side scripts. We provide complete visibility into every script payload, a capability that traditional tools (CSPs, crawlers, and JS agents) miss. FAQ ## Frequently Asked Questions ### What if the vendor (third-party script) is trusted but still collects data improperly? That's one of the most common risks. Many scripts from trusted vendors (e.g. ad tech, analytics, pixels, chat) are updated frequently and may introduce tracking you didn't approve. cside doesn't rely on trust; we analyze what the script actually does in real time. ### What if a trusted vendor (third-party script) leaks data unintentionally, is that still a breach? Yes. GDPR, CCPA, and HIPAA don't differentiate between malicious and accidental exposure. If a third-party script collects or shares personal data without valid consent, you're still liable even if the vendor "wasn't supposed to." Leading companies trust cside Your Compliance Partner Built for security teams who need visibility inside the browser, cside defends against modern client-side attacks while supporting major compliance frameworks. We are your trusted partner for securing the last mile of the web. ![GDPR certification logo](/_astro/gdpr.DtUttxVN_Z1b9TAC.webp) GDPR ![SOC 2 certification logo](/_astro/soc2.DjN9-wmt_Z1VKifm.webp) SOC 2 ![PCI DSS certification logo](/_astro/pcidss.DepZxFFP_Z2o3oRL.webp) PCI DSS ## Strengthen Your Compliance Posture Gain full visibility and control over every script delivered to your users to improve site security and performance. [Book a demo](/book-demo) [Start for free](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=cta_section) Start free, or try Business with a 14-day trial. ![cside dashboard interface showing script monitoring and security analytics](/_astro/privacy_dash.CoZmzlV9_Z1Ydf5F.webp) ### California Privacy (CCPA/CPRA) Compliance Made Simple… Source: https://cside.com/use-cases/compliance/ccpa-cpra CCPA/CPRA Compliance # California Privacy (CCPA/CPRA) Compliance Made Simple Keeping consumer information safe client-side [Book a Demo](/book-demo) [Talk to an expert](/contact) ![A screenshot of cside's compliance dashboard](/_astro/screen_mockup.CDHtHjVY_1SM1mW.webp) Overview ## Understanding CCPA/CPRA The California Consumer Privacy Act (CCPA/CPRA) gives California residents control over their data. They can see, delete, or fix their personal information, and stop companies from selling or sharing it. The browser-based Global Privacy Control (GPC) automatically signals opt-out preferences that companies must honor. Because cookies, tags, tracking and data sharing all happen in the browser, server-side security alone doesn't cut it. cside gives you client-side visibility and control and adds audit-ready evidence on top. Impact ## CCPA in a nutshell Like the EU's GDPR, California's privacy law (CCPA/CPRA) gives people real control over their digital footprint. CCPA defines two types of data. Personal information (PI) is any data linked to a person or household. Sensitive personal Information (SPI) includes exact geolocation, government IDs, financial and login data, genetic data, health records, ethnicity, religion, union membership, and private messages. Minors get extra protection: opt-in required under 16 and parental consent under 13. That puts real responsibility on companies. They must be transparent about data collection and avoid over-collection. When people opt-out or use privacy controls, companies must respect that without discrimination. If not, regulators can impose penalties of $2,500 per violation, or up to $7,500 for intentional violations or those involving minors; and people can sue for certain breaches. Solution ## cside strengths for CCPA compliance Client-side data collectors, pixels, tag-manager injections, SDKs, session-replay, widget, run in the browser before your server even sees them. cside enforces security right where tracking happens. It blocks non-compliant code before it can run and monitors data flows in real time. You get detailed audit-ready logs to prove compliance for data collection and minimization, non-discrimination reviews and rights requests, including automatic opt-out signals (GPC). WITH CSIDE Consent and choice enforcement Pre-execution control and script blocking Live runtime visibility and alerts Stops over-collection of data Destination enforcement and audit-ready logs 24/7 Requirements ## Understanding CCPA-CPRA requirements ### Opt-out & GPC enforcement Honors opt-out of data selling and sharing and GPC before load. cside allows only approved service-provider traffic and blocks all other scripts, ad tags etc. before execution, with detailed logs for proof. §1798.120, §1798.135, 11 CCR §7025-§7026 ### Transparency & request record-keeping cside captures exportable, time-stamped request-level logs, destination maps, and a script inventory. You see which scripts run, the fields they touch and where data goes. It gives 24/7 proof that opt-outs were honored and requests answered. §1798.100(a), 11 CCR §7101 ### Minimum necessary data collection and SPI limits cside helps ensure you collect only proportionate and necessary data. It limits use or disclosure of sensitive personal information (SPI) and blocks exfiltration of cookies and form data to unexpected endpoints. §1798.100(c), §1798.121 ### Service-provider destination enforcement Data flows only to approved service-providers under proper contracts. Third-party advertising gets blocked when people opt out. cside shows evidence that choices were honored without discrimination. §1798.100(d), §1798.125, 11 CCR §7051 ### Security & incident detection Catch exfiltration attempts, e.g. formjacking, in real time. cside encrypts in transit (TLS) as appropriate to risk, detects and blocks risky scripts pre-execution, and provides forensic logs to support investigations and reviews. §1798.100(e) & §1798.81.5 Real World Example ## Real World Example ### The Scenario A California resident has Global Privacy Control (GPC) enabled. In the background, ad tags still fire and capture purchase data for advertising, a CCPA violation. ### With cside With cside, GPC is honored automatically: cside blocks the tags before they run. The event is logged, with script version, touched fields and endpoint. ### The Result Result: no unauthorized sale or sharing of personal information, plus a complete audit-ready proof that the opt-out was honored. All in line with the goal of CCPA: giving consumers control over the data companies collect. Leading companies trust cside Your Compliance Partner Built for security teams who need visibility inside the browser, cside defends against modern client-side attacks while supporting major compliance frameworks. We are your trusted partner for securing the last mile of the web. [Visit our Trust Center](https://trust.cside.com/) ![GDPR certification logo](/_astro/gdpr.DtUttxVN_Z1b9TAC.webp) GDPR ![SOC 2 certification logo](/_astro/soc2.DjN9-wmt_Z1VKifm.webp) SOC 2 ![PCI DSS certification logo](/_astro/pcidss.DepZxFFP_Z2o3oRL.webp) PCI DSS Your Partner for Web Security ## We're one message away As your partner for web security, we want you to be able to reach us easily. Every customer gets 1:1 access to our team over Slack and Microsoft Teams. We respond in minutes, whether you have a feature request, questions, or ideas. Shared Slack or Microsoft Teams channel for every customer Direct access to our security experts Easy conversational support Response times in minutes, not days Get Started ## Get compliant with cside Start monitoring and securing your website's client-side environment today. Comply with CCPA/CPRA requirements and protect consumer privacy. [Book a Demo](/book-demo) [Talk to an expert](/contact) \*This page describes product capabilities and how they may support your compliance program. It is not legal advice. Requirements vary by organization and jurisdiction. ### cside: DORA Compliance Made Simple Source: https://cside.com/use-cases/compliance/dora DORA Compliance # cside: DORA Compliance Made Simple The Digital Operational Resilience Act (DORA) is EU legislation designed specifically for the financial sector. Its goal is to ensure that firms protect their ICT systems against disruptions, cyberattacks, and supplier failures. And since so many financial services run in the user's browser, server-side security alone is not enough. You need client-side visibility and control. cside delivers both and adds audit-ready reporting on top. [Book a Demo](/book-demo) [Talk to an expert](/contact) ![A screenshot of cside's compliance dashboard](/_astro/screen_mockup.CDHtHjVY_1SM1mW.webp) Overview ## DORA in a Nutshell DORA requires financial institutions to withstand disruptions, cyberattacks, and supplier issues. Service delivery and financial markets cannot be at risk. Disruptions, attacks, or supplier failures can trigger a chain reaction. That's why DORA establishes a framework for ICT-risk management and incident reporting. DORA sets rules for ICT risk management. That puts real responsibility on companies. They must test systems regularly and prove resilience; they remain accountable for oversight and recovery. Threat-Led Penetration Testing (TLPT) is mandatory every three years for 'significant entities'. Financial institutions must also control their IT providers. If things go wrong, incidents must be reported. DORA isn't just a suggestion. Non-compliance can lead to heavy sanctions for critical ICT providers: up to 1% of the average daily worldwide turnover per day, for six months. Impact ## What DORA Means for You If your business operates in the financial sector or services financial institutions in the EU, you must comply with DORA. This includes third-party risks. All ICT systems supporting service delivery must meet requirements. A register of ICT providers is required, and contracts must include audit rights, access to relevant documentation, detailed performance monitoring, and exit plans. Major incidents must be reported under timelines set in the regulatory technical standards (RTS). Solution ## How cside Facilitates DORA Compliance These days a lot of the online action takes place in the customer's browser. That comes with increased risks like malware or man-in-the-browser attacks, maintaining script integrity and session protection or data breaches. Even though DORA doesn't prescribe specific client-side controls, they are needed to fulfill risk-management and testing obligations. Requirements ## Understanding DORA requirements ### Articles 6 to 9, 15, 24 to 26 ICT Risk Management and Integrity Controls often run in the browser along with third-party scripts. You need to catch tampering (XSS, injection, session abuse) in real time. cside enforces approved paths before execution to strengthen protection and prevention. Annual testing and TLPT, for significant entities, are supported with logs and change records. ### Articles 28 to 30 Third-party Risks and Contracts Only approved service providers under appropriate contracts shall receive data. We continuously monitor third-party scripts and destinations, mapped to a provider register. On the other hand, you get exportable, time-stamped logs and destination maps for audits and reporting. ### Articles 17 to 19 Incident Management and Reporting We provide alerts on new endpoints, extraction attempts, or changes on critical pages in real-time. Everything is timestamped so you can assess and disclose to the authority under RTS timelines. ### Articles 17 to 19, 28 to 30 Incident Forensics and Supervisor Reporting Forensics can make a difference when an incident happens. We record what ran and where data went so your team can reconstruct events. You can keep evidence for long-term retention and inspection. ### Article 5 Board Accountability and Oversight Governing what you can't see is impossible. Cside can block unauthorized browser code that can change data. You can inspect what scripts ran, the fields that were touched, and where data is sent, with exportable logs for oversight and accountability. Real World Example ## Real World Example ### The Scenario A customer logs into his online bank account. A compromised third-party analytics script tries to exfiltrate data. Under DORA, this incident violates confidentiality and integrity and must be logged. If criteria for a major incident are met, it must be reported. ### With cside cside immediately blocks the script before it can run, prevents the transfer and sends alerts with detailed logs. ### The Result No data leaves the browser, immediate alerts with detailed evidence and ready for reporting. Leading companies trust cside Your Compliance Partner Built for security teams who need visibility inside the browser, cside defends against modern client-side attacks while supporting major compliance frameworks. We are your trusted partner for securing the last mile of the web. [Visit our Trust Center](https://trust.cside.com/) ![GDPR certification logo](/_astro/gdpr.DtUttxVN_Z1b9TAC.webp) GDPR ![SOC 2 certification logo](/_astro/soc2.DjN9-wmt_Z1VKifm.webp) SOC 2 ![PCI DSS certification logo](/_astro/pcidss.DepZxFFP_Z2o3oRL.webp) PCI DSS Your Partner for Web Security ## We're one message away As your partner for web security, we want you to be able to reach us easily. Every customer gets 1:1 access to our team over Slack and Microsoft Teams. We respond in minutes, whether you have a feature request, questions, or ideas. Shared Slack or Microsoft Teams channel for every customer Direct access to our security experts Easy conversational support Response times in minutes, not days Get Started ## Get in touch for a personal demo [Book a Demo](/book-demo) [Talk to an expert](/contact) \*This page describes product capabilities and how they may support your compliance program. It is not legal advice. Requirements vary by organization and jurisdiction. ### cside: GDPR Compliance Made Simple Source: https://cside.com/use-cases/compliance/gdpr GDPR Compliance # GDPR Compliance Made Simple with Client-Side Security Keeping personal user data safe on the client-side. There are clear rules set by GDPR for protecting personal data. Third-party tracking cookies remain a major compliance issue, because even without consent, they can continue to monitor people. Server-side safeguards are not enough. With a lot of things happening in the browser today, client-side visibility and control are important for your business. Cside offers both with an addition of audit-ready reporting. [Book a Demo](/book-demo) [Talk to an expert](/contact) ![A screenshot of cside's compliance dashboard](/_astro/screen_mockup.CDHtHjVY_1SM1mW.webp) Overview ## GDPR in a Nutshell The General Data Protection Regulation defines people's rights and organization's accountability when collecting and using personal data. Regardless of the country where your organization is based, as long as you process personal data of individuals in the EU/EEA, the GDPR is applicable to you. Its simple goal is to make sure that users can trust that their data is handled securely and respectfully. Any information that can identify someone such as name, address, photo, email address, IP address, device identifiers, biometrics, health details, payment data, etc. are considered as personal data or Personally Identifiable Information (PII). Third-party cookies count as personal data too because they can tie individuals to their behavior across websites. People can control that data. It can be accessed, corrected, tracked how it's stored and used, and requested for deletion. The GDPR defines that the responsibility to safeguard this sensitive information is on the organizations that handle it. They should collect only what's necessary, be transparent, and implement appropriate security measures. GDPR is not a suggestion. Fines of up to €20 million or 4% of global annual turnover, whichever number is higher, if non-compliance or violations are committed. Misuse of tracking tools such as third-party cookies is where GDPR fines make headlines. Impact ## What GDPR means for you Every organization must be able to demonstrate and prove compliance at any moment. Encryption and access control on the server-side are essential, but not sufficient. Tracking pixels, marketing tags, analytics, and third-party scripts often collect data in user's browser. That's why client-side visibility and control, backed by monitoring, logging, and reporting are critical. Solution ## How cside blocks your client-side GDPR risks cside streamlines GDPR compliance. You see every scripts, not just the domains, that run in the browser. And on top of that, you monitor the data touched by scripts with instant alerts on violations. You get pre-execution control and forensic proof. You have full control and audit-ready reports for incident investigation or reviews. WITH CSIDE Pre-execution control and script blocking Live runtime visibility and alerts Stops overcollection of data Cross-border transfer controls Audit-ready reports 24/7 Requirements ## Understanding GDPR requirements ### Cookie consent enforcement (Art. 7) Until consent is obtained or granted, scripts must remain blocked. Cside can detect and intercept third-party scripts before execution and block unauthorized data collection. ### Data processing transparency and logging (Art. 12-14, 30) Visibility on which scripts run, what data is accessed, and where it's sent. Keep track of records with audit-ready reports in line with RoPA/DPIA. ### Client-side data minimization (Art. 5) Only adequate, relevant, and necessary data should be collected. With cside, payloads are inspected, and the extraction of cookies and form data to unexpected endpoints is also prevented. We can stop the unnecessary collection of data in real-time. ### Cross-border transfer controls (Art. 44-46) Cside can track data transfers and show you when the data leaves the EEA, and geo-restrict or reroute it to compliant endpoints. ### Incident detection and forensics (Art. 33) Catch extraction attempts in real-time. Review the impact right away with full script version history and request-level logs. Real World Example ## Real World Example ### The Scenario A visitor clicks 'reject all cookies'. Even with that selection, an analytics script will still fire and read the email field at checkout if there's no client-side control in place. ### With cside cside fetches and analyses the script on our side and tracks its actions. The event is recorded, complete with the script version, touched fields, and endpoint. ### The Result Unauthorized data collection or processing is avoided, plus you get a complete audit-ready log for review. These are all in line with the goal of GDPR: building trust with users and auditors. Leading companies trust cside Your Compliance Partner Built for security teams who need visibility inside the browser, cside defends against modern client-side attacks while supporting major compliance frameworks. We are your trusted partner for securing the last mile of the web. [Visit our Trust Center](https://trust.cside.com/) ![GDPR certification logo](/_astro/gdpr.DtUttxVN_Z1b9TAC.webp) GDPR ![SOC 2 certification logo](/_astro/soc2.DjN9-wmt_Z1VKifm.webp) SOC 2 ![PCI DSS certification logo](/_astro/pcidss.DepZxFFP_Z2o3oRL.webp) PCI DSS Your Partner for Web Security ## We're one message away As your partner for web security, we want you to be able to reach us easily. Every customer gets 1:1 access to our team over Slack and Microsoft Teams. We respond in minutes, whether you have a feature request, questions, or ideas. Shared Slack or Microsoft Teams channel for every customer Direct access to our security experts Easy conversational support Response times in minutes, not days Get Started ## Get in touch for a personal demo [Book a Demo](/book-demo) [Talk to an expert](/contact) \*This page describes product capabilities and how they may support your compliance program. It is not legal advice. Requirements vary by organization and jurisdiction. ### cside: HIPAA Compliance Made Simple Source: https://cside.com/use-cases/compliance/hipaa HIPAA Compliance # HIPAA Compliance Made Simple with Client-Side Security Keeping PHI safe client-side. The Health Insurance Portability and Accountability Act (HIPAA) protects U.S. health information. A major compliance issue comes from third-party tracking cookies, because they can send PHI to outside vendors without a Business Associate Agreement (BAA) or authorization. With protected health information (PHI) entering through browsers and mobile apps, server-side controls aren't enough. You need client-side visibility and control. cside delivers both and adds audit-ready evidence. [Book a Demo](/book-demo) [Talk to an expert](/contact) ![A screenshot of cside's compliance dashboard](/_astro/screen_mockup.CDHtHjVY_1SM1mW.webp) Overview ## HIPAA in a nutshell HIPAA focuses on protected health information (PHI). PHI is health information that can be tied to a person: medical history, diagnoses, treatment, insurance details etc. assigned to a name, address or other personal identifier. Tracking cookies on forms can leak those PHI to ads or analytics vendors without a BAA or authorization. Patients have the right to access their personal information and request corrections. HIPAA also allows certain uses without authorization, for example for treatment or payment. But, if unsecured PHI is breached, affected patients must be informed. That puts real responsibility on organizations. Compliance requires a series of measures: risk analysis, implementing administrative, physical, and technical safeguards, managing Business Associate Agreements (BAAs), as well as document policies and procedures. HIPAA establishes civil penalties tiered with annual caps. PHI leaked via third-party cookies of pixels to outside vendors without a BAA or authorization is a growing HIPAA compliance risk. Even criminal charges may apply, not to mention the devastating reputational fallout. Impact ## What HIPAA means for you If your organization handles U.S. PHI, HIPAA applies, no matter your location. HIPAA centers on privacy and security. The privacy rule applies to PHI in any form. The security rule covers administrative, technical and physical safeguards for electronic PHI specifically. You're expected to prove compliance at any time, with detailed evidence. That means continuous risk analysis and management, activity logging, integrity protection, and secure transmissions. Under the HIPAA, keep documentation for policies and procedures ready for review for six years (§164.316(b)(2)(i)). Solution ## How cside blocks your client-side HIPAA risks Health organizations and patients rely on websites and web apps. Because many processes run in the background it is hard to see the risks without proper tools. When websites use third-party scripts, tracking codes, or have security holes, they create real risks. These tools can collect too much data or leak information before your server security can stop it. cside gives you HIPAA-aligned controls right in the browser, preventing risky code from running. Instead of cleaning up after damage is done, PHI exfiltration attempts are stopped at the source. You get exact and real-time visibility into which scripts touch which fields and where data goes. That gives you detailed, request-level logs and evidence for audits and breach analysis according to audit controls §164.312 and documentation retention under §164.316. WITH CSIDE PHI-safe tracking controls (block third-party cookies/pixels, enforce BAAs) Live runtime visibility and alerts Stops over-collection of data Script integrity monitoring and change detection/hash-locking Audit-ready reports 24/7 Requirements ## Understanding HIPAA requirements ### Client-side transmission security & endpoint enforcement (§164.312(e)(2)(i)-(ii)) Risky scripts are blocked before they run. cside encrypts data in transcript (TLS) as appropriate to risk and restricts traffic to approved endpoints (BAA). You get automatic alerts on all exfiltration attempts. ### Audit controls & transparency (§164.312(b)) Always audit-ready. cside records all scripts and transmissions. You can export detailed logs, destination maps and script inventories. cside delivers all evidence you need. ### Integrity monitoring & change detection (§164.312(c)(1-2)) cside protects your PHI from tampering. It tracks digital fingerprints and immediately alerts you to unauthorized changes. You see exactly what was attempted and when. ### Minimum-necessary at the browser (§164.502(b)) cside stops over-collection. It monitors forms and cookies in real time, blocking unexpected data capture. You only collect the minimum health information necessary. Real World Example ## Real World Example ### The Scenario Here's what that looks like in the real world. A patient fills out a health form online. Analytics scripts automatically captured that information in the background. The health organization never knows this is happening. And this violates HIPAA because PHI is shared with a third party without BAA or authorization. It's very common and hard to detect. ### With cside With cside, the script is intercepted before it runs and blocked. ### The Result Result: no unauthorized data sharing, immediate alerts with detailed logs for breach analysis and audit. Leading companies trust cside Your Compliance Partner Built for security teams who need visibility inside the browser, cside defends against modern client-side attacks while supporting major compliance frameworks. We are your trusted partner for securing the last mile of the web. [Visit our Trust Center](https://trust.cside.com/) ![GDPR certification logo](/_astro/gdpr.DtUttxVN_Z1b9TAC.webp) GDPR ![SOC 2 certification logo](/_astro/soc2.DjN9-wmt_Z1VKifm.webp) SOC 2 ![PCI DSS certification logo](/_astro/pcidss.DepZxFFP_Z2o3oRL.webp) PCI DSS Your Partner for Web Security ## We're one message away As your partner for web security, we want you to be able to reach us easily. Every customer gets 1:1 access to our team over Slack and Microsoft Teams. We respond in minutes, whether you have a feature request, questions, or ideas. Shared Slack or Microsoft Teams channel for every customer Direct access to our security experts Easy conversational support Response times in minutes, not days Get Started ## Get in touch for a personal demo [Book a Demo](/book-demo) [Talk to an expert](/contact) \*This page describes product capabilities and how they may support your compliance program. It is not legal advice. Requirements vary by organization and jurisdiction. ### ISO/IEC 27001 Compliance Made Simple Source: https://cside.com/use-cases/compliance/iso27001 ISO/IEC 27001 Compliance # ISO/IEC 27001 Compliance Made Simple ISO/IEC 27001 is the cornerstone of information security management, globally recognized and built on confidentiality, integrity, and availability. It addresses risks with best practices and controls designed to build trust. Since so many critical data flows now run in the user's browser, server-side security alone is not enough. You need client-side visibility and control. cside delivers both and adds audit-ready reporting on top. [Book a Demo](/book-demo) [Talk to an expert](/contact) ![A screenshot of cside's compliance dashboard](/_astro/screen_mockup.CDHtHjVY_1SM1mW.webp) Overview ## ISO/IEC 27001 in a Nutshell At the heart of ISO/IEC 27001 lies a broad concern: keeping information safe. That covers financial information, intellectual property, employee records and all the data customers, and partners share with you. ISO/EIC 27001 defines the requirements for an Information Security Management System (ISMS). Annex A turns those into 93 measures across 4 foundational pillars: the organization, the people in it, the physical construction, and the technology. Policies and procedures are the backbone of the organizational measures (5.1-5.37). Eight measures define how people should handle data (6.1-6.8). Fourteen (7.1-7.14) outline how to physically protect, store and delete data. Thirty-four (8.1-8.34) lay the foundation for secure and compliant IT systems. Organizations select and combine these components into a playbook, the Statement of Applicability (SoA), tailored to their situation. Impact ## What ISO/IEC 27001 Means for You Organizations of all shapes and sizes can set up ISO/IEC 27001. They create their SoA with a selection of controls relevant and justified to their context, risk assessment and risk treatment procedures. The framework is not legally mandatory, unless your sector or contracts require it. But if you decide to comply, you must live up to it and be ready for regular audits. That puts real responsibility on organizations. A poor audit can make you lose the certification. And when that happens, you lose something harder to restore: trust. Solution ## How cside Facilitates ISO/IEC 27001 Compliance Your organization needs to be able to show proof of compliance, not just your policies but evidence. cside delivers that evidence: detailed logs, controls and SoA-mapping, aligned with your risk treatment plan. Most security risks now start in the user's browser: malware or man-in-the-browser attacks, compromised scripts, session hijacking or data breaches. ISO/IEC 27001 doesn't prescribe specific client-side controls, but it requires you to manage and test these risks. cside speeds up compliance with visibility, script integrity checks and audit ready reporting. WITH CSIDE Pre-execution policy enforcement for scripts/tags Live runtime visibility & alerts Script integrity monitoring and change detection Data minimization Audit-ready evidence 24/7 Requirements ## Understanding ISO27001 requirements ### Minimum-necessary & data loss prevention at the edge Collect only what's needed. cside masks or deletes sensitive fields in-browser and blocks exfiltration of cookies and form data to unexpected endpoints. ### Configuration integrity & pre-execution control You can't control what you can't see. cside enforces approved paths before execution, blocks unauthorized scripts/tags and risky destinations, and logs every change for a clear trail. ### Use of cloud services & third-party governance Data flows only to approved service providers under proper terms. cside continuously monitors third-party scripts and destinations, mapped to your provider register, with exportable evidence. ### Monitoring & audit evidence cside captures exportable, time-stamped request-level logs, destination maps, and a script inventory. You see which scripts run, the fields they touch, and where data goes. It gives 24/7 proof your controls operate effectively. ### Incident detection & forensics Catch exfiltration and script tampering in real time. cside alerts on new endpoints and changes on critical pages, and records what ran and where data went so teams can assess impact, respond, and keep evidence. Real World Example ## Real World Example ### The Scenario An app of a certified organization stores sensitive customer data unencrypted in the browser's localStorage. A remote team member uses a shared computer and accidentally forgets to log out properly. Consequently, data is cached unprotected in the browser. The next user opens the app and data from the previous session is auto-filled. This is a breach of ISO/IEC 27001 controls on encryption and data protection. ### With cside cside masks or deletes sensitive fields in-browser and blocks form data to unexpected endpoints. It also sends alerts with detailed logs: audit-ready evidence. ### The Result Result: no data leaves the browser, immediate alerts with detailed evidence ready for reporting. Leading companies trust cside Your Compliance Partner Built for security teams who need visibility inside the browser, cside defends against modern client-side attacks while supporting major compliance frameworks. We are your trusted partner for securing the last mile of the web. [Visit our Trust Center](https://trust.cside.com/) ![GDPR certification logo](/_astro/gdpr.DtUttxVN_Z1b9TAC.webp) GDPR ![SOC 2 certification logo](/_astro/soc2.DjN9-wmt_Z1VKifm.webp) SOC 2 ![PCI DSS certification logo](/_astro/pcidss.DepZxFFP_Z2o3oRL.webp) PCI DSS Your Partner for Web Security ## We're one message away As your partner for web security, we want you to be able to reach us easily. Every customer gets 1:1 access to our team over Slack and Microsoft Teams. We respond in minutes, whether you have a feature request, questions, or ideas. Shared Slack or Microsoft Teams channel for every customer Direct access to our security experts Easy conversational support Response times in minutes, not days Get Started ## Get in touch for a personal demo [Book a Demo](/book-demo) [Talk to an expert](/contact) \*This page describes product capabilities and how they may support your compliance program. It is not legal advice. Requirements vary by organization and jurisdiction. ### How to comply with PCI DSS 4.0.1 - 6.4.3 and 11.6.1 - cside Source: https://cside.com/use-cases/compliance/pci-dss PCI DSS 4.0.1 # How to comply with PCI DSS 4.0.1 - 6.4.3 and 11.6.1 cside allows you to manage and comply with both requirements. [Book a Demo](/book-demo) [Talk to an expert](/contact) ![A screenshot of cside's compliance dashboard](/_astro/screen_mockup.CDHtHjVY_1SM1mW.webp) Overview ## Understanding PCI DSS 4.0.1 The Payment Card Industry Data Security Standard (PCI DSS) is a set of guidelines that ensures the safety of card transactions globally. Created by the PCI Security Standards Council, its goal is to protect against data theft and fraud in debit and credit card transactions. PCI DSS 4.0.1 applies to all entities that store, process, or transmit cardholder data (CHD) and/or sensitive authentication data (SAD), or could impact the security of the cardholder data environment (CDE). This includes all payment card account processing entities such as merchants, processors, acquirers, issuers, and other service providers. A new addition to 4.0.1 is the monitoring and management of 3rd-party JavaScript, tackled by requirements 6.4.3 and 11.6.1. Impact ## January 30th, 2025 Update On January 30th 2025, the PCI DSS announced an update to requirements 6.4.3 and 11.6.1. Self Assessment Questionnaire level A companies are exempt, although they must confirm their site is not susceptible to attacks from scripts that could affect the merchant's eCommerce system(s). SAQ A, designed for the least vulnerable merchants, exempts them from certain PCI DSS requirements given they do not store Card Holder Data (CHD). However, continuous monitoring remains critical for security. Solution ## How cside ensures PCI DSS compliance cside automates both requirements 6.4.3 and 11.6.1 with real-time script monitoring, script integrity verification, and full audit-ready reporting. WITH CSIDE Script inventory and authorization Script integrity monitoring and alerts Weekly compliance reporting Automated change detection Requirements ## Understanding PCI-DSS requirements ### Requirement 6.4.3 As part of the PCI DSS 4.0.1 additions that have been in effect since March 31, 2025, requirement 6.4.3 demands companies: - Maintain an inventory of every script running on payment pages. - Document why each script is needed (business justification). - Verify script integrity for each script (ensuring it hasn't been altered). - Detect and alert unauthorized script changes. #### What this means in plain English: On pages that handle sensitive user information (payment cards, health information, PII) you need to have a mechanism in place to monitor 3rd party scripts, what they are doing to your user's browsers, and alert security teams when scripts are behaving suspiciously. Mandatory since March 31, 2025 for any website that takes digital payments ### What is PCI DSS 11.6.1? As part of the PCI DSS 4.0.1 additions that have been in effect since March 31, 2025, requirement 11.6.1 demands companies: - Alert personnel to unauthorized changes to HTTP headers and payment page scripts - Evaluate received HTTP headers and payment pages - Operate at least weekly or as per the entity's risk analysis (Requirement 12.3.1) #### What this means in plain English: HTTP headers are rules that tell a user's browser how to handle content on a page. Altering those headers (e.g. by a malicious script) can weaken security protections. PCI DSS 11.6.1 requires businesses to have a mechanism that regularly checks (at least once every seven days) for unauthorized header changes and alerts the security team when they occur. Requires technical monitoring and evaluation capabilities \*Definitions based on PCI DSS v4.0.1 - Jun. 2024. This is the most up to date version as of September 2025. To view official documents visit the [PCI SSC library](https://www.pcisecuritystandards.org/document_library/) . Real World Example ## Real World Example ### The Scenario The only aim of many traditional solutions is just to check the compliance box, setting aside the highest level of security. Approaches like crawler-based solutions scan periodically and can be evaded. CSPs address source, not payload. Client-side agents can be detected and bypassed. ### With cside cside fetches and analyses every third-party script on our side. We see every script request and payload, providing you with real-time alerts and blocking capabilities before users are compromised. ### The Result We provide complete visibility into script behavior, historical tracking, and the ability to detect dynamic or user-specific threats that other solutions miss. Comparison ## What are the 4 different approaches in the market today? Criteria Why it Matters What the Consequences Are CSP Crawler JS-Based Hybrid Real-time Protection Attacks can occur between scans or in the excluded data when sampled Delayed detection = active data breaches Partial support No support Full support Full support Full Payload Analysis Ensures deep visibility into malicious behaviors within script code itself Threats go unnoticed unless the source is known on a threat feed No support Partial support Partial support Full support Dynamic Threat Detection Needed for incident response, auditing, and compliance Avoids trade-offs between performance and security No support No support Partial support Full support 100% Historical Tracking & Forensics Needed for incident response, auditing, and compliance Avoids trade-offs between performance and security No support No support No support Full support No Performance Impact Avoids trade-offs between performance and security Higher page load times can reduce conversions and hurt UX Full support Full support Partial support Full support Bypass Protection Stops attackers from circumventing controls via DOM obfuscation or evasion Stealthy threats continue undetected No support No support No support Full support Certainty the Script Seen by User is Monitored Aligns analysis with what actually executes in the browser Gaps between what's reviewed and what's actually executed No support No support Partial support Full support AI-driven Script Analysis Detects novel or evolving threats through behavior modeling Reliance on manual updates, threat feeds or rules = slow and error-prone detection No support No support No support Full support Implementation Complexity & Timeline Impacts time-to-value and internal resource costs Long deployment timelines reduce agility high medium medium low Can meet 11.6.1 requirement 11.6.1 relates to monitoring changes in the security headers as well as the script contents themself Not monitoring security headers violates 11.6.1. Missing or altered headers signal potential attacks. No support No support Full support Full support Leading companies trust cside Your Compliance Partner Built for security teams who need visibility inside the browser, cside defends against modern client-side attacks while supporting major compliance frameworks. We are your trusted partner for securing the last mile of the web. [Visit our Trust Center](https://trust.cside.com/) ![GDPR certification logo](/_astro/gdpr.DtUttxVN_Z1b9TAC.webp) GDPR ![SOC 2 certification logo](/_astro/soc2.DjN9-wmt_Z1VKifm.webp) SOC 2 ![PCI DSS certification logo](/_astro/pcidss.DepZxFFP_Z2o3oRL.webp) PCI DSS Your Partner for Web Security ## We're one message away As your partner for web security, we want you to be able to reach us easily. Every customer gets 1:1 access to our team over Slack and Microsoft Teams. We respond in minutes, whether you have a feature request, questions, or ideas. Shared Slack or Microsoft Teams channel for every customer Direct access to our security experts Easy conversational support Response times in minutes, not days Get Started ## Get compliant with cside Start monitoring and securing 3rd party scripts on your websites today. Comply with PCI DSS 4.0.1 requirements 6.4.3 and 11.6.1. [Book a Demo](/book-demo) [Talk to an expert](/contact) \*This page describes product capabilities and how they may support your compliance program. It is not legal advice. Requirements vary by organization and jurisdiction. ### cside: SOX (Sarbanes-Oxley) Compliance Made Simple Source: https://cside.com/use-cases/compliance/sox SOX Compliance # cside: SOX (Sarbanes-Oxley) Compliance Made Simple Keeping internal control over financial reporting (ICFR) safe client-side. SOX covers financial reporting and corporate governance. It is about the truthfulness of recorded and reported data and its goal is to protect investors. It imposes rules on the accuracy, integrity and reliability of financial reporting; specifically for companies that file periodic reports under the Securities Exchange Act §§13(a) and 15(d). With critical data and workflows running in the browser, server-side controls alone aren't enough. Errors or tampering can occur before the data gets to the server. You need visibility and control. cside delivers both and adds audit-ready evidence on top. [Book a Demo](/book-demo) [Talk to an expert](/contact) ![A screenshot of cside's compliance dashboard](/_astro/screen_mockup.CDHtHjVY_1SM1mW.webp) Overview ## SOX in a nutshell SOX is founded on internal controls over financial reporting (ICFR) that must ensure that financial reports are free of misstatements. It imposes checks on the disclosure of information and sets rules for internal control and financial reporting and auditing. On the one hand, CEO/CFO are personally accountable for quarterly and annual certifications of the reports and disclosure controls (Exchange Act Rules 13a-14 / 15d-14; SOX §302). On the other, management must assess the ICFR annually (SOX §404) and, if applicable, auditors must also provide attestation (PCAOB AS 2201). SOX also mandates independent audit committees and safe channels for whistleblowers for listed issuers. Corporate IT sits at the center. Systems that process financial data must be reliable and secure. On top of that, manual or automated controls need to be testable and documented. That puts real responsibility on companies. Compliance means solid ITGCs that keep your systems and data secure and govern how systems are modified. Violations aren't trivial: SEC actions, potential delisting pressure, and criminal liability under §906 for false certifications. SOX compliance is a top priority. Impact ## What SOX means for you SOX applies to SEC-reporting issuers, including many foreign private issuers. Subsidiary ICFR is in scope if it affects consolidated reporting. Under SOX, auditors of issuers must register with the Public Company Accounting Oversight Board (PCAOB) which sets auditing standards, and carries out inspections. Systems that touch ICFR need proper controls. Server-side security is essential, but client-side attacks can bypass controls and completely undermine your ICFR. Although SOX doesn't prescribe specific mechanisms, it sets the outcome: effective controls that are reliable, secure and evidenced. Solution ## How cside facilitates SOX compliance On the client side, SOX compliance consequently includes measures such as pre-execution policy enforcement, and payload and destination inspection. It also necessitates change monitoring enforcement, CSP/SRI, secure headers, allowlist egress, monitoring of violations and all outbound requests. Finally, cside helps you map these back to your existing ITGC/ICFR framework and keep audit-ready evidence. WITH CSIDE Pre-execution policy enforcement for scripts/tags Live runtime visibility & alerts Script integrity and change detection Destination enforcement Audit-ready evidence 24/7 Requirements ## Understanding SOX requirements ### Management certification and disclosure controls You can't certify what you can't see. With cside, you have visibility and the capability to block unauthorized browser code that can change data. You can inspect what scripts ran, check the fields that were touched, and where data is sent, with logs you can download for auditing and certification. ### ICFR change control and integrity Automated and manual controls, like calculations or validations, often run in the browser along with third-party scripts. You need to catch tampering in real time. cside enforces approved paths before execution. Detailed logs and change records give management and auditors a clear trail to follow. ### Current-disclosure readiness Cside alerts on new endpoints, extraction attempts, or changes on revenue pages. These are features we provide to support rapid disclosure. Assessment of what needs immediate attention or disclosure is possible because everything gets timestamped. ### Audit committee procedures When a complaint lands, forensics can make a difference. We record what ran and where data went, so your team can reconstruct events. If you need long-term retention in your records, you can export the evidence we gathered for you. Real World Example ## Real World Example ### The Scenario During quarter-end, a vendor's tracking code rewrites the Net Revenue widget for two countries and tries to steal order data. ### With cside cside stops the malicious code before it can run, blocks the unauthorized data connection, and immediately sends alerts with detailed logs. ### The Result Your users never saw any tampered data, your internal controls stayed intact, no emergency disclosure was needed, and for compliance records, all evidence was saved automatically. Leading companies trust cside Your Compliance Partner Built for security teams who need visibility inside the browser, cside defends against modern client-side attacks while supporting major compliance frameworks. We are your trusted partner for securing the last mile of the web. [Visit our Trust Center](https://trust.cside.com/) ![GDPR certification logo](/_astro/gdpr.DtUttxVN_Z1b9TAC.webp) GDPR ![SOC 2 certification logo](/_astro/soc2.DjN9-wmt_Z1VKifm.webp) SOC 2 ![PCI DSS certification logo](/_astro/pcidss.DepZxFFP_Z2o3oRL.webp) PCI DSS Your Partner for Web Security ## We're one message away As your partner for web security, we want you to be able to reach us easily. Every customer gets 1:1 access to our team over Slack and Microsoft Teams. We respond in minutes, whether you have a feature request, questions, or ideas. Shared Slack or Microsoft Teams channel for every customer Direct access to our security experts Easy conversational support Response times in minutes, not days Get Started ## Get in touch for a personal demo [Book a Demo](/book-demo) [Talk to an expert](/contact) \*This page describes product capabilities and how they may support your compliance program. It is not legal advice. Requirements vary by organization and jurisdiction. ### CTEM Software for Browser-Layer Threat Exposure Management… Source: https://cside.com/use-cases/ctem Continuous Threat Exposure Management # Continuous Threat Exposure Management at the Browser Layer Most CTEM programs scan infrastructure, APIs, and cloud resources. None of them watch what executes inside your visitors' browsers. That gap is where active payment fraud, supply chain compromise, and data exfiltration happen now. cside closes it. [Book a demo](/book-demo) [Start for Free](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=hero) Scripts seen this week 93,629 Exposure score 82 / Low Requests monitored 17M CSP violations blocked 1,586 What CTEM means ## What is CTEM and where does the browser fit? **Quick answer:** Continuous Threat Exposure Management is a Gartner-defined security framework for continuously identifying, prioritizing, validating, and remediating exposures across an organization's full attack surface. The browser layer is the most widely unmonitored scope in most CTEM programs. CTEM was coined by Gartner in 2022 as a response to the limits of point-in-time vulnerability management. Rather than finding and patching in periodic cycles, CTEM creates a continuous loop across five stages: scoping, discovery, prioritization, validation, and mobilization. The browser layer is where that goal breaks down for most organizations. A typical enterprise page loads [48 or more third-party scripts](https://almanac.httparchive.org/en/2025/third-parties) from analytics platforms, tag managers, advertising networks, and payment processors. Those scripts update continuously, carry supply chain risk from their own dependencies, and execute with access to everything the user types, sees, and submits. Yet they fall outside the scope of most CAASM tools, SIEMs, WAFs, and pen testing programs. Organizations implementing CTEM demonstrate 50% better attack surface visibility than those without it, according to a 2026 market study of 128 enterprise security decision-makers. That advantage disappears at the browser edge if scripts are not in scope. The blind spot ## Why third-party scripts are the biggest blind spot in CTEM **Quick answer:** Third-party scripts execute client-side, update without triggering server-side alerts, and carry fourth-party dependencies that never appear in your asset inventory. A script authorized today may behave differently tomorrow, and your SIEM will show nothing. ### Scripts change faster than audit cycles Tag managers, analytics vendors, and ad networks push script updates continuously. A single approved script can include nested third-party calls two or three layers deep. The [2025 Web Almanac](https://almanac.httparchive.org/en/2025/third-parties) found that the median inclusion chain for third-party scripts runs three levels deep. Your CTEM inventory lists the vendor. It does not capture what that vendor loaded at runtime. ### Magecart operates after your server serves a clean page Magecart-style attacks inject skimming code through compromised CDNs, tag managers, and third-party widgets. The payload runs entirely in the browser. Your server logs are clean. Your WAF sees nothing. [Magecart attacks surged 103% in six months during 2024-2025](https://www.mastercard.com/us/en/news-and-trends/stories/2026/recorded-future-annual-payment-fraud-report.html), with 10,500 active hacks in 2025 compromising over 23 million transactions. ### PCI DSS 4.0.1 brought the browser into regulatory scope PCI DSS requirements 6.4.3 and 11.6.1 became mandatory on 31 March 2025. They require an authorized script inventory on payment pages and a change and tamper detection mechanism for payment page content and HTTP headers. These requirements cannot be met with server-side tools alone. [ISACA's 2025 analysis](https://www.isaca.org/resources/news-and-trends/industry-news/2025/traditional-security-solutions-fall-short-in-protecting-against-web-client-runtime-risk) confirmed that web client runtime risk requires a distinct control layer. ### CSP alone is not CTEM-grade visibility A Content Security Policy lists sources you trust. It does not tell you what those trusted sources are doing, what data they access, or whether a vendor has been compromised since you approved them. For CTEM validation, CSP coverage against a declared policy is insufficient. You need behavioral confirmation at runtime. Five-phase fit ## How cside maps to all five CTEM phases **Quick answer:** cside provides continuous script discovery, behavioral monitoring, risk scoring, compliance queue management, and API delivery to your SIEM or SOAR. It maps directly to every CTEM phase at the browser layer, running 24/7 without manual re-scans. 01 ### Scoping cside identifies which web properties load scripts with access to sensitive data. Checkout pages, login flows, and form surfaces are automatically flagged as in scope. 02 ### Discovery Every script loaded on every page is enumerated continuously. cside tracks origins, versions, behavioral fingerprints, and data flows for each script. 03 ### Prioritization The cside exposure score benchmarks browser risk on a 0-100 scale. Alerts surface actionable deviations and the PCI DSS review queue focuses teams on the highest-risk scripts first. 04 ### Validation cside confirms that authorized scripts behave within expected runtime parameters. Behavioral diffs flag when a known script changes what it accesses or where it sends data. 05 ### Mobilization Webhook and REST API delivery pipe signals into your SIEM, SOAR, or ticketing platform. Scripts can be blocked or quarantined directly from the dashboard. Scripts seen this week 93,629 Exposure score 82 / Low risk Active alerts 3 CSP violations blocked 1,586 Requests monitored 17M Production snapshot, \*.cside.com, 29 April 2026. The continuous loop keeps the exposure score and PCI DSS posture current between audit cycles. Signals ## The signals that feed your CTEM program **Quick answer:** Every cside signal is available via API and real-time webhook, ready to ingest into your existing CTEM toolchain. You are not locked into the dashboard. Script inventory and version tracking Behavioral diff: what changed, when, and how Data exfiltration detection CSP violations and policy gaps PCI DSS 6.4.3 and 11.6.1 review queue Continuous exposure score from 0-100 Existing stack ## How cside fits into your CTEM stack **Quick answer:** cside does not replace CAASM, pen testing, or your WAF. It fills the specific gap those tools leave at the browser layer: the runtime, client-side execution environment that server-side tools structurally cannot reach. Compared to The gap cside fills CAASM / ASM platforms CAASM inventories infrastructure assets. cside inventories script execution inside visitors' browsers and feeds those signals into your ASM. Breach and attack simulation BAS tests are point-in-time. Scripts change continuously between tests. cside runs between engagements. WAF A WAF inspects server-to-client traffic. It cannot inspect client-side execution after delivery. Content Security Policy CSP blocks listed sources. It does not validate what authorized sources do. cside validates runtime behavior. Pen testing Pen testing provides a snapshot. cside provides the continuous observation layer that makes snapshots actionable. Industries ## Industries using cside for browser-layer CTEM **Quick answer:** Any industry that processes sensitive user data through a browser is exposed. eCommerce, FinTech, travel, and SaaS platforms carry the highest concentration of third-party scripts on high-risk pages. [ ### eCommerce and retail Checkout pages and payment forms are the primary Magecart target. cside monitors them continuously and maps directly to PCI DSS 6.4.3 script authorization. Learn more](/industry/ecommerce)[ ### Financial services and FinTech Banks and payment platforms use cside to close the browser-layer gap in exposure management with PCI DSS compliance, tamper detection, and API delivery. Learn more](/industry/payments)[ ### Travel and hospitality High session volumes, complex tag stacks, and third-party booking integrations create significant script exposure without adding latency or user friction. Learn more](/industry/airlines)[ ### SaaS platforms SaaS products handling user data in the browser use cside to extend security posture and demonstrate continuous monitoring to procurement and audit teams. Learn more](/industry/saas) Why now ## Why 2026 is the year the browser layer gets regulated into scope **Quick answer:** PCI DSS 4.0.1 requirements 6.4.3 and 11.6.1 have been mandatory since 31 March 2025. Gartner predicts that 60% of enterprises will have adopted CTEM as their primary security framework by 2026. These forces converge at the browser layer. Security leaders are already feeling the pressure. 91% of CISOs report an increase in third-party incidents, and average breach costs have climbed to $4.44M. At the same time, only 16% of organizations have operationalized CTEM, meaning 84% remain exposed to the visibility gap the framework is designed to close. The browser layer is where that gap is most acute. It is the attack surface that has expanded fastest, carries the most third-party risk, and has lagged furthest behind in operational visibility. Bringing scripts into scope for CTEM means shifting from "what assets do we have" to "what are those assets actually doing". cside makes that observation continuous, compliance-aligned, and integration-ready. Related cside solutions ## Continue with browser-layer controls [ ### PCI Shield Script authorization and tamper detection for PCI DSS 4.0.1. ](/solutions/pci-shield)[ ### Client-Side Security Continuous script monitoring and threat detection. ](/solutions/client-side-security)[ ### AI Agent Detection Identify automated abuse at the browser layer. ](/solutions/ai-agent-detection)[ ### Privacy Watch Monitor what third-party scripts access and exfiltrate. ](/solutions/privacy-watch) Don't just take our word for it, ask AI [Ask ChatGPT](https://chatgpt.com/?q=how+does+cside+help+with+CTEM+Software+for+Browser-Layer+Threat+Exposure+Management) [Ask Perplexity AI](https://perplexity.ai/?q=how+does+cside+help+with+CTEM+Software+for+Browser-Layer+Threat+Exposure+Management) [Ask Gemini](https://www.google.com/search?q=how+does+cside+help+with+CTEM+Software+for+Browser-Layer+Threat+Exposure+Management&udm=50&aep=11) [Grok Ask Grok](https://grok.com/?q=how+does+cside+help+with+CTEM+Software+for+Browser-Layer+Threat+Exposure+Management) [Ask Claude](https://claude.ai/new?q=how+does+cside+help+with+CTEM+Software+for+Browser-Layer+Threat+Exposure+Management) [Ask Copilot](https://www.bing.com/copilotsearch?q=how+does+cside+help+with+CTEM+Software+for+Browser-Layer+Threat+Exposure+Management) FAQ Frequently Asked Questions What is CTEM and why does the browser layer need to be in scope? Continuous Threat Exposure Management is a Gartner-defined framework for continuously identifying, prioritizing, validating, and remediating exposures across an organization's full attack surface. The browser layer needs to be in scope because third-party scripts executing in visitors' browsers represent a large and widely unmonitored exposure vector. How does cside integrate with my existing SIEM or CTEM toolchain? cside delivers all signals via REST API and real-time webhooks. Script inventory, behavioral alerts, the exposure score, and the PCI DSS review queue can be piped directly into your SIEM, SOAR, or CTEM platform. What does the cside exposure score actually measure? The cside exposure score is a 0-100 composite risk rating for your browser-layer security posture. Higher is better. It combines infrastructure signals, script behavior signals, script origin signals, active alerts, pending PCI DSS reviews, and CSP violations. How does cside satisfy PCI DSS 6.4.3 and 11.6.1? PCI DSS 4.0.1 requires an authorized inventory of all scripts on payment pages with documented justification, and change and tamper detection for HTTP headers and payment page content. cside automates both by inventorying scripts, flagging unauthorized additions, and alerting on behavioral changes. Does cside affect page performance or user experience? No. cside operates via an asynchronous script tag that sits outside the critical rendering path. Collection happens in the background with no measurable impact on Core Web Vitals, page load time, or user experience. Get started ## Bring the browser layer into your CTEM program Free plan includes 1,000 API calls per month with basic script signals. Full CTEM-grade coverage with continuous monitoring, exposure scoring, and PCI DSS review queue starts at $99/month for 100K pageviews. [Book a demo](/book-demo) [See pricing](/pricing?product=clientside) ### Stop 3rd Party Data Leaks | cside Source: https://cside.com/use-cases/data-leaks Use case # Stop 3rd Party Data Leaks Prevent PII data leaks through malicious or mismanaged 3rd-party scripts that load on your website. [Book a demo](/book-demo) [Talk to an expert](/contact) ![A screenshot of cside's dashboard](/_astro/screen_mockup.CDHtHjVY_1SM1mW.webp) ## What Happens If Data Leaks Through 3rd-Party Scripts Sensitive data exposed to unknown vendors Your users' email addresses, page views, and payment behavior can be siphoned off. Potential fines or audits Non-malicious but mishandled scripts can still trigger fines or audits due to compliance violations ([PCI DSS](/use-cases/compliance/pci-dss), [GDPR](/use-cases/compliance/gdpr), [HIPAA](/use-cases/compliance/hipaa)). Reputational damage The impact of a data loss incident is hard to measure and can last for years. No-one wants to buy from a vendor that puts their data at risk, and showing best effort to prevent data loss does not suffice in the public eye. cside prevents PII data leaks from web scripts ## Control which scripts access user data, and get alerted the moment behavior changes. ![cside dashboard mockup](/_astro/mockup.CKVjmJGU_Z1l8hEP.webp) Leading companies trust cside Your partner in compliance Built for security teams who need visibility inside the browser, cside defends against client-side attacks while supporting PCI DSS, GDPR, [CCPA/CPRA](/use-cases/compliance/ccpa-cpra), and HIPAA compliance. We help you secure the last mile of the web. ![GDPR certification logo](/_astro/gdpr.DtUttxVN_Z1b9TAC.webp) GDPR ![SOC 2 certification logo](/_astro/soc2.DjN9-wmt_Z1VKifm.webp) SOC 2 ![PCI DSS certification logo](/_astro/pcidss.DepZxFFP_Z2o3oRL.webp) PCI DSS FAQ Frequently Asked Questions [View all](/faq) How do I know if a third-party script is leaking data? We monitor every script running in the browser and log all access to sensitive data. We flag immediately any script that tries to access or send user data without context or consent. Can I allow scripts from vendors I trust but limit what they can do? Yes. cside lets you set policies instead of blocking a script entirely. You can allow your chat tool to load, but block it from reading email fields or tracking users pre-consent. What if the script isn't malicious but just misconfigured? Non-malicious but unmanaged scripts cause most data leaks. Examples include analytics tags that read too much and pixels that were never updated for new privacy rules. We help you detect and correct this before it becomes a compliance issue. Does cside impact performance or break existing functionality? No. cside loads separately and is designed for production environments. It works without causing latency or blocking rendering, and it caches static scripts to improve performance. ## Eliminate your Client-side blindspot Gain full visibility and control over every script delivered to your users to improve site security and performance. [Book a demo](/book-demo) [Start for free](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=cta_section) Start free, or try Business with a 14-day trial. ![cside dashboard interface showing script monitoring and security analytics](/_astro/privacy_dash.CoZmzlV9_Z1Ydf5F.webp) ### Fraud Ops Intelligence | Browser-Layer Fraud Signals | cside Source: https://cside.com/use-cases/fraud-ops-intelligence Fraud Ops Intelligence # Browser-layer intelligence for fraud operations Give risk teams the browser, device, network, and behavior signals they need to investigate suspicious sessions, enrich rules, and make better fraud decisions before losses settle, captured live from the session as it runs, not reconstructed after the fact. [ Book a demo ](/book-demo)[ Start for Free ](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=hero) ## Fraud teams are missing the browser layer Server logs, payment events, and case notes show what happened after a request arrives. They often miss the browser evidence that explains who made the request, what environment they used, and whether the session looked manipulated. ### Slower reviews Analysts lose time stitching together IPs, device clues, session history, and third-party tool outputs before they can decide. ### Weak rule inputs Rules built only on server-side events miss browser fingerprints, VPN indicators, automation traces, and device changes. ### Opaque decisions Risk scores without raw evidence are hard to explain to operations teams, auditors, customers, or chargeback partners. ### Delayed mitigation Fraud patterns often become obvious only after losses, disputes, or abuse spikes have already reached downstream systems. ## Why fraud investigations need browser evidence Attackers manipulate the environment before the transaction Fraudsters rotate IPs, hide behind residential proxies, spoof devices, automate browsers, and reuse account access before a payment or account event is recorded. The strongest clues often exist during the session itself. Traditional tools see outcomes, not runtime context Payment processors, auth logs, and backend fraud tools are useful, but they rarely capture what the browser looked like, what scripts ran, or whether the device environment changed mid-flow. Analysts need evidence they can act on Fraud teams need signals they can inspect, export, and combine with internal history. cside gives them browser-layer context without forcing a rip-and-replace of existing fraud infrastructure. WITH CSIDE Fingerprint every high-risk session across login, checkout, application, and account flows. Surface VPN, proxy, automation, device, velocity, and AI-agent signals in real time. Send raw signals and alerts into your existing fraud stack through API or webhooks. Give analysts explainable evidence instead of another opaque score. ## How cside enriches investigations and rules Device IP Timezone Network Canvas Language visitor\_8f92a4c7 ### Collect investigation-grade signals cside fingerprints high-risk browser sessions and captures device, network, automation, and behavior signals before suspicious activity becomes a downstream case. - Monitor login, checkout, signup, application, refund, and account-management flows. - Detect VPNs, proxies, TOR, virtual machines, headless browsers, AI agents, and fingerprint anomalies. - Link repeat abuse across accounts, sessions, and changing IP addresses with persistent browser-layer identifiers. IP RiskHigh DeviceSpoofed BehaviorBot-like Rules Engine ### Route evidence into decisions Use cside as a signal layer for the fraud stack you already operate. Analysts and rules get raw evidence, not just a black-box verdict. - Send real-time alerts and raw signals through API or webhooks into review queues, SIEMs, rules engines, or internal tools. - Challenge, block, step up, or flag sessions based on combinations of device, network, automation, and velocity signals. - Give fraud engineering and data teams cleaner features for rule tuning and model iteration. ## Raw signals for fraud operations Access browser-layer signals through a developer-friendly API or webhooks. Add evidence to investigations, rules, alerts, and models without replacing your existing fraud platform. Geolocation VPN IP Address Proxy WebGL WebGPU Velocity Signals Bot Detection AI Agent Detection Device Fingerprint TOR Font Set Virtual Machine ## Built for teams fighting fraud in browser sessions [ ### eCommerce Websites Investigate card testing, coupon abuse, account takeover, refund abuse, and suspicious checkout sessions. ](/industry/ecommerce)[ ### FinTech Websites Add browser-layer evidence to onboarding, login, money movement, and account recovery decisions. ](/industry/payments)[ ### SaaS Platforms Detect shared accounts, fake signups, AI-agent abuse, and high-risk access patterns before they spread. ](/industry/saas) ## Resources to help your team fight fraud [WEBINAR ### The Evidence Economy: How Browser Layer Signals Reduce Chargebacks ](/webinar-chargebacks911-cside)[BLOG ### How to Stop Account Takeover Fraud: Guide for Businesses ](/blog/account-takeover-fraud-prevention)[ARTICLE ### How to Improve Your VAMP Ratios (VISA) with Fingerprinting ](/solutions/chargeback-evidence)[BLOG ### How to Block AI Agents on Your Website ](/blog/how-to-block-ai-agents-on-your-website-guide) ## Why cside adds evidence other fraud tools miss cside complements the fraud stack by adding browser-layer visibility where server-side tools have limited context. vs. Server-Side Fraud Tools vs. Generic AI Summaries vs. Static IP or Device Checks Captures browser, device, and runtime signals before backend events settle Provides raw evidence analysts can inspect and export Combines IP, device, network, and behavior signals instead of one brittle indicator Links repeat abuse across sessions even when IPs rotate Feeds rules and workflows instead of stopping at a narrative recap Detects VPNs, proxies, automation, and environment manipulation in real time Adds client-side context to auth, payment, application, and account flows Keeps decisions explainable with deterministic signal trails Supports graduated responses: allow, flag, step up, block, or investigate START FOR FREE ## Add browser evidence to your fraud stack Start collecting browser-layer fraud signals and route them into the systems your risk team already uses. [ Book a demo ](/book-demo)[ Start for Free ](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=hero) Trusted by enterprise security & fraud teams: > “Evolving fraud tactics and shifts in consumer behavior are colliding for merchants. By joining forces with cside, we're delivering solutions that address real-world issues merchants struggle with daily, such as friendly fraud chargebacks.” Monica Eaton, CEO of Chargebacks911. ![cside Session Activity dashboard showing fingerprint data, device info, and security checks](/images/session-activity-fingerprint.svg) Workflows ## Built for Risk Ops, fraud engineering, and data teams ### Risk Ops investigations Give analysts a single browser-layer view of device identity, network risk, automation traces, session behavior, and related sessions so they can close reviews with more confidence. ### Fraud engineering and rules Use cside signals as inputs for internal rules. Combine browser fingerprints, VPN indicators, AI-agent signals, and velocity patterns with your own user, order, and account history. ### ML and data science Export raw browser-layer signals for feature exploration and model iteration. cside provides evidence your data team can join with historical outcomes without depending on an opaque score alone. FAQ Frequently Asked Questions [View all FAQs](/faq) Does cside replace our fraud platform? No. cside is designed to add browser-layer intelligence to the tools you already use. Most teams feed cside signals into existing review queues, rules engines, SIEMs, case tools, or internal decisioning systems. What evidence does cside give fraud analysts? cside can surface device fingerprints, VPN and proxy indicators, geolocation, automation signals, AI-agent detection, velocity patterns, browser attributes, and suspicious environment changes. The goal is to give analysts raw evidence they can inspect and act on. Can we send cside signals into custom rules? Yes. cside supports API and webhook workflows so your team can route raw signals and alerts into your own rules engine, SIEM, fraud platform, or internal tooling. How does this help reduce false positives? Better context helps teams avoid treating every risky-looking server event the same way. You can combine browser evidence with account history, order data, and user behavior to step up suspicious sessions while letting trusted users continue with less friction. Is this privacy-friendly? cside focuses on technical browser, device, network, and behavior signals rather than collecting unnecessary personal data. Teams can use the signals to make risk decisions while keeping user friction low. Can cside help with rule and model improvement? Yes. cside can provide browser-layer features that fraud engineering and data teams can join with internal outcomes. That helps teams tune rules and explore model features without relying only on server-side logs or black-box scores. ### Stop Magecart Attacks | cside Source: https://cside.com/use-cases/magecart Use case # Stop Magecart Attacks Prevent credit card skimming and formjacking on your site by controlling all scripts that touch your checkout flow. Compatible with Magento, Shopify, or internally built checkout pages. [Book a demo](/book-demo) [Talk to an expert](/contact) ![A screenshot of cside's dashboard](/_astro/screen_mockup.CDHtHjVY_1SM1mW.webp) ## What Happens In a Magecart Attack User credit card data skimmed at checkout Malicious scripts steal customer payment data while avoiding detection. Compliance standards violated (PCI DSS) Even a single incident can lead to non-compliance, penalties, and forced forensic audits by your payment processor. cside stops Magecart attacks ## Monitor and block malicious script behavior in real time. ![cside dashboard mockup](/_astro/mockup.CKVjmJGU_Z1l8hEP.webp) Leading companies trust cside Your partner in compliance Built for security teams who need visibility inside the browser, cside defends against modern client-side attacks while supporting PCI DSS and GDPR compliance. We help you secure the last mile of the web. ![GDPR certification logo](/_astro/gdpr.DtUttxVN_Z1b9TAC.webp) GDPR ![SOC 2 certification logo](/_astro/soc2.DjN9-wmt_Z1VKifm.webp) SOC 2 ![PCI DSS certification logo](/_astro/pcidss.DepZxFFP_Z2o3oRL.webp) PCI DSS FAQ Frequently Asked Questions [View all](/faq) We're not using Magento. Is this still relevant to Shopify or internally built checkout pages? Yes. While the term 'Magecart' originated from attacks on Magento stores, it now refers to any client-side skimming regardless of your stack. Whether you're using Shopify, custom checkout flows, React, or any other frontend, the risk is the same. Is this just for eCommerce, or does it work for any web app? Cside is compatible with any web application or website. While eCommerce businesses use us for PCI DSS and skimming protection, we can also protect SaaS apps, fintech platforms, job boards, healthcare portals, and more. If your business handles sensitive data, then cside is also for you. Does cside impact performance or break existing functionality? No. Cside loads asynchronously and is optimized for production environments. It wraps script execution without introducing latency or blocking rendering. We cache static scripts to even improve performance. How does cside detect skimming attempts in real time? We apply behavioral analysis to every script running in the browser. If a script attempts to read sensitive input fields (like credit card numbers), access form data, or send it to an unknown or unapproved domain, cside blocks it instantly and alerts your team. ## Eliminate your Client-side blindspot Gain full visibility and control over every script delivered to your users to improve site security and performance. [Book a demo](/book-demo) [Start for free](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=cta_section) Start free, or try Business with a 14-day trial. ![cside dashboard interface showing script monitoring and security analytics](/_astro/privacy_dash.CoZmzlV9_Z1Ydf5F.webp) ### Multi-Accounting Fraud Detection: Stop Trial Abuse | cside Source: https://cside.com/use-cases/multi-accounting Multi-Accounting # Multi-Accounting Fraud Detection: Stop Trial Abuse Link many accounts back to one device, catch trial farming and bonus abuse, and dedupe duplicate signups before the payout, even when emails, IPs, and proxies rotate. [ Book a demo ](/book-demo)[ Start for Free ](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=hero) ## One Person, Many Accounts Multi-accounting is one of the most consistent drivers of first-party misuse: a single real person creating many accounts to claim value you meant to give once. Disposable emails, residential proxies, and anti-detect browsers make every duplicate look like a brand-new user. ### First-Party Misuse Rising [64% of merchants](/blog/signup-shield-multi-account-fraud-detection) report a meaningful increase in first-party misuse, and multi-accounting is a top driver. ### Bonus & Referral Payouts Every duplicate account claims sign-up bonuses again and farms referral rewards through self-referral loops. ### Trial Farming Free trials extended indefinitely through a sequence of new emails turn would-be customers into permanent freeloaders. ### AI-Driven Volume AI-powered fraud rose [1,210% in 2025](/blog/signup-shield-stop-ai-agents-fake-accounts), letting one operator run hundreds of accounts at once. ## Why Multi-Accounting Keeps Growing Disposable emails and proxies make every account look new Disposable email services generate functional inboxes in seconds, and freshly registered domains pass every blocklist check. Residential proxy networks rotate IPs so each registration looks like a different household. To IP- and email-based checks, one operator looks like dozens of unrelated users. Velocity limits only catch the careless operator An operator who understands the thresholds your velocity rules monitor can stay under them indefinitely by spacing out account creation and rotating identifiers. Velocity rules catch the obvious case and miss the patient one. Anti-detect browsers rotate the one identifier that used to be stable Commercial tools like Multilogin and GoLogin present a unique, synthetic device fingerprint per account, spoofing canvas, WebGL, audio, fonts, and timezone. Combined with rotated emails and proxies, each duplicate account looks like brand-new hardware to traditional checks. WITH CSIDE Correlate 250+ device, network, and behavioral signals across every registration to link accounts back to one operator. Flag many accounts that share a single device fingerprint, the strongest multi-accounting signal there is, even when emails and IPs rotate. Detect anti-detect browsers and automation that rotate the one identifier velocity rules depend on. Feed real-time risk signals into your signup, referral, and rules stack to dedupe before bonuses or trials are granted. ## How cside detects multi-accounting Device IP Timezone Network Canvas Language visitor\_8f92a4c7 ### Fingerprint every registration cside collects 250+ device, network, and behavioral signals on every signup to build a persistent visitor ID that holds across sessions, incognito, cleared storage, and VPNs. - Build a stable device fingerprint that persists even when the operator rotates email providers and proxy IPs. - Surface the same fingerprint appearing across many registrations with different emails and IPs, the strongest multi-accounting signal there is. - Detect that an anti-detect browser or automation framework is in use, not just the spoofed output it produces. IP RiskHigh DeviceSpoofed BehaviorBot-like Rules Engine ### Dedupe before the payout Catch duplicate accounts before a bonus is credited, a trial is granted, or a referral reward is paid. Feed signals into your rules engine to merge, challenge, or block in real time. - Correlate device fingerprints across registrations and flag accounts that share one as likely operated by the same person. - Decide at the referral or trial step, before the reward is paid, which is materially cheaper than clawing it back later. - Apply step-up friction only when signals cross a threshold, so legitimate new users sign up without friction. ## Raw signals for multi-account detection Access signals through a developer friendly API or webhooks. Protect signups, referral programs, and trial conversions. Geolocation VPN IP Address Proxy WebGL WebGPU Velocity Signals Bot Detection AI Agent Detection Device Fingerprint TOR Font Set Virtual Machine ## Built for platforms hit by multi-accounting [ ### SaaS Platforms Free-tier and trial farming is pure conversion loss: users who would otherwise pay maintain continuous free access by cycling accounts. ](/industry/saas)[ ### iGaming & Gaming Bonus abuse, promo stacking, and smurfing all start with one operator running many accounts behind anti-detect browsers. ](/industry/gaming)[ ### Crypto Platforms Airdrop farming and sybil attacks depend on making one person look like thousands of independent wallets and accounts. ](/industry/crypto) ## Resources to help you stop multi-accounting and trial abuse [BLOG ### Multi-Account Fraud Detection for FinTech and SaaS ](/blog/signup-shield-multi-account-fraud-detection)[BLOG ### How to Prevent Fake Account Creation ](/blog/signup-shield-prevent-fake-account-creation)[BLOG ### How to Stop AI Agents from Creating Fake Accounts ](/blog/signup-shield-stop-ai-agents-fake-accounts)[BLOG ### How to Block AI Agents on Your Website ](/blog/how-to-block-ai-agents-on-your-website-guide) ## Why cside outperforms velocity-based controls cside adds a persistent device identity that email checks and velocity rules can't see. vs. Velocity Rules vs. Email/Phone Verification vs. Server-Side Fraud Tools Links accounts by shared hardware, not by request rate Catches the same device behind many different inboxes Captures client-side signals invisible to server logs Catches the patient operator who spaces signups out Flags duplicates even when each phone and email is valid Sees anti-detect browsers running inside real Chrome Correlates across accounts instead of one at a time Decides before the bonus or trial is granted Fires during registration, earlier in the flow START FOR FREE ## Get started with cside Free plan includes 1,000 API calls per month with basic signals. Upgrade for full intelligence starting at $99/month for 50K API calls. [ Book a demo ](/book-demo)[ Start for Free ](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=hero) Trusted by enterprise security & fraud teams: > “Evolving fraud tactics and shifts in consumer behavior are colliding for merchants. By joining forces with cside, we're delivering solutions that address real-world issues merchants struggle with daily, such as friendly fraud chargebacks.” Monica Eaton, CEO of Chargebacks911. ![cside Session Activity dashboard showing fingerprint data, device info, and security checks](/images/session-activity-fingerprint.svg) Learn more ### Detection without friction for real users cside collects device and browser signals passively while a visitor registers. Legitimate new users sign up with zero added steps, while duplicate and farmed accounts are flagged by the device they cannot rotate. ### One device, many accounts An operator can rotate email providers and proxy IPs freely, but hardware is rare to rotate. The same device fingerprint across fifteen registrations over a week, each with a different email, is a strong multi-accounting signal even when every individual signup passed your velocity rules cleanly. ### Catch abuse at the referral and trial step Add the cside script to your registration, referral, and trial flows. Fingerprinting starts immediately, and you can correlate accounts before a bonus is credited or a trial is granted rather than clawing the value back after it is gone. FAQ Frequently Asked Questions [View all FAQs](/faq) How does cside fingerprinting detect multi-accounting? cside captures the hardware and software characteristics of the browser and device on every registration. These are far more stable than an email address or IP: the same device produces the same fingerprint even when the operator rotates email providers and proxies. cside correlates fingerprints across registrations and flags accounts that share one as likely operated by the same person, and anti-detect browser detection catches operators who use profile tools to rotate their fingerprint. Don't velocity limits and email verification already stop multi-accounting? No. Disposable email APIs generate functional inboxes in seconds, each passing verification, and an operator who understands your velocity thresholds can stay under them indefinitely by spacing out account creation and rotating identifiers. Velocity catches the careless operator and misses the patient one. cside links accounts by the device behind them, which the operator cannot swap out as easily. How does fingerprinting catch duplicates when each account uses a different email and IP? A device fingerprint is much harder to change than an email address or an IP. An operator running a campaign from the same hardware leaves a consistent fingerprint across every registration, even with rotated email providers and proxies. The same fingerprint across many signups is a strong multi-accounting signal even when each account looks unique to email and IP checks. What is the difference between multi-accounting and account sharing? Multi-accounting is one person creating many accounts to claim value meant to be given once, like bonuses, referrals, or free trials. Account sharing is many people using one account to avoid paying for additional seats or subscriptions. The detection signals overlap, but the goal differs. cside covers both; see our [account sharing](/use-cases/account-sharing) use case. Can I stop trial abuse without adding friction for real users? Yes. cside runs passively, collecting device and browser signals while a visitor registers, with no challenges or extra steps. Real users convert with zero friction. You apply step-up friction or block only when signals cross a threshold, so trial farming is stopped without taxing legitimate signups. ### New Account Fraud Detection: Stop Fake Signups | cside Source: https://cside.com/use-cases/new-account-fraud Fake Signups # Stop New Account Fraud Before the Account Exists Detect automated and AI-driven signups, link multi-accounting back to one device, and block fake profiles before they are created. [ Book a demo ](/book-demo)[ Start for Free ](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=hero) ## Fake Accounts Are Cheaper Than Ever New account fraud jumped 31% in 2025, hitting 5.4 million victims, and a single fake account now costs less than a penny to create. Off-the-shelf automation, CAPTCHA solvers, and AI-generated identities have flipped the economics in the attacker's favor. ### New Account Fraud New account fraud rose [31% in 2025](/blog/signup-shield-prevent-fake-account-creation), affecting 5.4 million victims. ### Inflated Metrics Fake signups inflate registration numbers, distort analytics, and leak your new-user promo budget. ### AI-Driven Volume AI-powered fraud rose [1,210% in 2025](/blog/signup-shield-stop-ai-agents-fake-accounts) versus 195% for traditional fraud. ### Downstream Abuse Fake accounts become the launchpad for promo fraud, review manipulation, and [account takeover](/use-cases/account-takeover). ## Why Fake Signups Keep Growing Fake accounts cost less than a penny to create The tooling is off the shelf: browser automation, CAPTCHA-solving services, and LLM-generated identities. If your platform offers a $10 new-user credit and an account costs $0.05 to spin up, the math is obvious. A single operator can deploy hundreds of registrations within hours. Email verification and CAPTCHA verify the endpoint, not the registrant A valid inbox receipt and a solved CAPTCHA are fully compatible with an automated, fully fake signup pipeline. Disposable email APIs provision throwaway inboxes and retrieve OTPs programmatically, and human-powered CAPTCHA services solve challenges in under 30 seconds. Anti-detect browsers give every fake account a clean fingerprint Commercial tools like Multilogin and GoLogin present a unique, synthetic device fingerprint per registration, spoofing canvas, WebGL, audio, fonts, and timezone. Combined with residential proxies and rotated emails, each fake account looks like a brand-new independent user to traditional checks. WITH CSIDE Read 250+ browser and behavioral signals during registration to flag automation and anti-detect browsers. Link many fake signups to one device by matching fingerprints that persist even when emails and IPs rotate. Detect AI agents and headless frameworks running inside real Chrome instances that pass CAPTCHA. Feed real-time risk signals into your existing signup, fraud, and rules stack. ## How cside detects fake signups Device IP Timezone Network Canvas Language visitor\_8f92a4c7 ### Fingerprint every signup cside collects 250+ device, network, and behavioral signals on every registration to build a persistent visitor ID that holds across sessions, incognito, cleared storage, and VPNs. - Capture device fingerprint, geolocation, VPN/proxy, browser configuration, and form-fill behavior at the moment of registration. - Surface the same device fingerprint appearing across many registrations with different emails and IPs, the strongest multi-accounting signal there is. - Detect that an anti-detect browser or automation framework is in use, not just the spoofed output it produces. IP RiskHigh DeviceSpoofed BehaviorBot-like Rules Engine ### Decide before the account exists Stop a fake-account operator before their second account is created. Feed signals into your rules engine to block, challenge, or allow each registration in real time. - Send raw signals to your rules engine via API/webhook, or use pre-built alert templates for high-risk signup patterns. - Apply step-up friction only when signals cross a threshold, so legitimate registrations stay frictionless. - Block high-confidence fakes at registration, the highest-leverage moment, before promo abuse or downstream fraud begins. ## Raw signals for fake signup detection Access signals through a developer friendly API or webhooks. Protect registration & login pages, forms, and platform integrity. Geolocation VPN IP Address Proxy WebGL WebGPU Velocity Signals Bot Detection AI Agent Detection Device Fingerprint TOR Font Set Virtual Machine ## Built for platforms hit by fake signups [ ### SaaS Platforms Free-tier and trial abuse depends on creating many accounts cheaply; one operator can run hundreds of trial accounts. ](/industry/saas)[ ### Gaming Platforms Bonus abuse, multi-accounting, and smurfing all begin at account creation, where anti-detect browsers are standard tooling. ](/industry/gaming)[ ### FinTech Websites Account opening fraud combines synthetic identities with browser-layer spoofing to pass KYC-adjacent checks at signup. ](/industry/payments) ## Resources to help you stop fake account creation [BLOG ### How to Prevent Fake Account Creation ](/blog/signup-shield-prevent-fake-account-creation)[BLOG ### How to Stop AI Agents from Creating Fake Accounts ](/blog/signup-shield-stop-ai-agents-fake-accounts)[BLOG ### Multi-Account Fraud Detection for FinTech and SaaS ](/blog/signup-shield-multi-account-fraud-detection)[BLOG ### How to Block AI Agents on Your Website ](/blog/how-to-block-ai-agents-on-your-website-guide) ## Why cside outperforms traditional signup defenses cside adds browser-layer visibility that endpoint verification and CAPTCHA can't see. vs. Email/OTP Verification vs. CAPTCHA vs. Server-Side Fraud Tools Catches the same device behind many different inboxes Reads the browser environment, not a single checkpoint Captures client-side signals invisible to server logs Flags automation even when a valid OTP is submitted Detects AI agents and solver services that pass the challenge Sees anti-detect browsers running inside real Chrome Decides before the account exists, not after Runs passively with zero added user friction Fires during registration, earlier in the flow START FOR FREE ## Get started with cside Free plan includes 1,000 API calls per month with basic signals. Upgrade for full intelligence starting at $99/month for 50K API calls. [ Book a demo ](/book-demo)[ Start for Free ](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=hero) Trusted by enterprise security & fraud teams: > “Evolving fraud tactics and shifts in consumer behavior are colliding for merchants. By joining forces with cside, we're delivering solutions that address real-world issues merchants struggle with daily, such as friendly fraud chargebacks.” Monica Eaton, CEO of Chargebacks911. ![cside Session Activity dashboard showing fingerprint data, device info, and security checks](/images/session-activity-fingerprint.svg) Learn more ### Passive detection with zero signup friction cside collects device and browser signals passively while a visitor fills out your registration form. There are no challenges, pop-ups, or extra steps. Legitimate users sign up with zero friction, while automated and AI-driven signups are flagged by the signals they cannot hide. ### One device, many accounts An operator can rotate email providers and proxy IPs freely, but hardware is rare to rotate. The same device fingerprint appearing across fifteen registrations over a week, each with a different email, is a strong multi-accounting signal even when every individual signup passed your velocity rules cleanly. ### Getting started with fake signup prevention Add the cside script to your registration and login pages. Fingerprinting starts working immediately, signups are captured, and your dashboard populates with risk signals. From there, wire the signals into your signup flow to challenge or block fake account creation before it completes. FAQ Frequently Asked Questions [View all FAQs](/faq) How does cside fingerprinting help me stop fake account creation? cside reads 250+ device, network, and behavioral signals during the registration interaction itself, before any email or OTP step. It flags automation frameworks and anti-detect browsers by the traces they leave in the browser execution environment, and links many fake signups back to one device by matching fingerprints that persist even when the operator rotates emails and IPs. Doesn't email or OTP verification already stop fake signups? No. Email and OTP verify the endpoint, not the registrant. A valid inbox receipt and a valid OTP submission are fully compatible with an automated, fully fake signup pipeline. Disposable email APIs provision throwaway inboxes and retrieve verification codes programmatically. cside verifies the environment the registrant operates in, which the attacker cannot swap out. Can CAPTCHA stop AI-powered fake account creation? Not reliably. AI vision models solve image CAPTCHAs at near-human accuracy, and human-powered solving services return solved challenges in under 30 seconds at low cost. CAPTCHA is a single checkpoint that announces itself to the attacker. cside runs continuous, session-level evaluation that does not tip off the operator that detection is present. How does fingerprinting catch fakes when each account uses a different email and IP? A device fingerprint is much harder to change than an email address or an IP. An operator running a campaign from the same hardware leaves a consistent device fingerprint across every registration, even with rotated email providers and proxies. The same fingerprint across many signups with freshly registered email domains is a strong multi-accounting signal. What is the difference between fake account creation and account takeover? Account takeover compromises an existing legitimate account through stolen credentials, phishing, or session hijacking. Fake account creation builds a new fraudulent account from scratch. The detection signals overlap, but fake signups are detectable at the moment of registration, while account takeover calls for session termination and credential resets. cside covers both. ### Block Malicious Script Injections | cside Source: https://cside.com/use-cases/script-injections Use case # Block Script Injections Stop script injections and client-side XSS by controlling all script execution at the browser level. [Book a demo](/book-demo) [Talk to an expert](/contact) ![A screenshot of cside's dashboard](/_astro/screen_mockup.CDHtHjVY_1SM1mW.webp) ## What Happens If You Don't Catch Script Injections User sessions hijacked silently Session Tokens stored in cookies, local storage, session storage, and other storage mechanisms can be accessed by any scripts on a webpage. Bad actors can extract authentication tokens to impersonate real users, bypassing MFA, and gain access to accounts. Extracted sensitive data in real-time (credit cards, tokens, form data) Can lead to data breaches, violations of compliance (PCI DSS, GDPR, HIPAA), customer loss, and potential hefty fines. Fake modal/popup infected into your production pages Can make your own website be used to deliver malware, phishing UIs, or backdoors, resulting in damaged trust and potential legal consequences. An example of this was the CoinMarketCap attack where fake wallet connection popups tricked users into connection to malicious wallets. [Read more about this topic](/blog/coinmarketcap-client-side-attack-a-comprehensive-analysis "Read more about this topic (opens in new tab)") Security team never alerted (no logs, no visibility) Client-side attacks happen between the user's browser and the server of the bad actor. This leaves no trace, making your security team blind. These incidents can go undetected for weeks or months with no data to investigate as to what actually happened. cside blocks script injections ## Catch and block injected scripts in real time, before they compromise user data or hijack sessions. ![cside dashboard mockup](/_astro/mockup.CKVjmJGU_Z1l8hEP.webp) Leading companies trust cside Your partner in compliance Built for security teams who need visibility inside the browser, cside defends against modern client-side attacks while supporting PCI DSS and GDPR compliance. We help you secure the last mile of the web. ![GDPR certification logo](/_astro/gdpr.DtUttxVN_Z1b9TAC.webp) GDPR ![SOC 2 certification logo](/_astro/soc2.DjN9-wmt_Z1VKifm.webp) SOC 2 ![PCI DSS certification logo](/_astro/pcidss.DepZxFFP_Z2o3oRL.webp) PCI DSS FAQ Frequently Asked Questions [View all](/faq) Can I block injected scripts without breaking my frontend? Yes. Cside is built to run safely in high-traffic, revenue-critical environments. We wrap scripts at runtime and monitor behavior. That means you can detect and block malicious activity without breaking legitimate functionality. Is this just for e-commerce, or does it work for any web app? Cside is compatible with any web application or website. While e-commerce businesses use us for PCI DSS and skimming protection, we can also protect SaaS apps, fintech platforms, job boards, healthcare portals, and more. If your business handles sensitive data, then cside is also for you. Can cside prevent DOM-based XSS and shadow injections? Yes. By analyzing script behaviour in real-time, cside can detect and block DOM-based XSS and other client-side injections. Even when obfuscated or injected via trusted scripts, we can still flag suspicious actions. Does cside impact performance or break existing functionality? No. Cside usually makes pages faster. We cache static scripts to improve performance. Fully optimized scripts can get 7ms slower, but in reality this represents a fraction of the scripts we see. ## Eliminate your Client-side blindspot Gain full visibility and control over every script delivered to your users to improve site security and performance. [Book a demo](/book-demo) [Start for free](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=cta_section) Start free, or try Business with a 14-day trial. ![cside dashboard interface showing script monitoring and security analytics](/_astro/privacy_dash.CoZmzlV9_Z1Ydf5F.webp) ### Secure Payment Portals | cside Source: https://cside.com/use-cases/secure-payment-portals Use case # Secure Payment Portals & Checkout Pages Ensure your payment pages can't be tampered with and that every script running on them is legitimate, monitored and controlled. Protect user credit card details from e-skimming, magecart, and more. [Book a demo](/book-demo) [Talk to an expert](/contact) ![A screenshot of cside's dashboard](/_astro/screen_mockup.CDHtHjVY_1SM1mW.webp) ## How Attackers Tamper with Payment Portals Bad actors inject or infiltrate a client-side script on your site to carry out attacks: Listen in on keystrokes Listening to which keys are pressed while on the webpage. This is a rather common legacy script behaviour present in many client-side scripts. A browser would not block this by default. Legacy unsafe script behaviours are rarely prevented by browsers to offer compatibility with old websites but at the expense of security. By using cside, we give you back control. Hijack exfiltration Upon completing a form, hijacking the outbound fetch. Sensitive card details or personal information is siphoned out to a third party domain. iframe rendering Rendering an identical looking iframe over the payment card field. After the user enters the credit card data, the form would fail with a retry message and disappear. Revealing the real payment page. Checkout pages become an attack surface Trusted third parties (analytics, chatbots, …) can be compromised and used to exfiltrate sensitive data from your own payment pages. NPM dependencies can inject malicious first party scripts, even bypassing any supply chain security solutions you use. Compliance violations (PCI DSS & GDPR) If scripts are not monitored and script integrity is not verified, you fall short of PCI DSS requirements 6.4.3 and 11.6.1. Misconfigured or malicious scripts can violate your data privacy policies and lead to GDPR violations. Loss of income Depending on the attack, compromised payment pages will see a severe cart abandonment spike and payment failures. You may be fined by card brands or acquiring banks for non compliance, usually translating into much higher fees. cside secures payment portals ## We inventory every script running on your payment portal, analyze behavior in real time, and intercept unauthorized access to sensitive data. ![PCI DSS mockup](/_astro/pci-dss.HhyXSPq0_21DOGy.webp) Leading companies trust cside Your partner in compliance cside gives security teams visibility inside the browser and defends against client-side attacks while supporting PCI DSS and GDPR compliance. ![GDPR certification logo](/_astro/gdpr.DtUttxVN_Z1b9TAC.webp) GDPR ![SOC 2 certification logo](/_astro/soc2.DjN9-wmt_Z1VKifm.webp) SOC 2 ![PCI DSS certification logo](/_astro/pcidss.DepZxFFP_Z2o3oRL.webp) PCI DSS FAQ Frequently Asked Questions [View all](/faq) How does cside detect skimming attempts in real time? We apply behavioral analysis to every script running in the browser. If a script attempts to read sensitive input fields (like credit card numbers), access form data, or send it to an unknown or unapproved domain, cside blocks it instantly and alerts your team. Does cside impact performance or break existing functionality? No. cside loads asynchronously and is optimized for production environments. It wraps script execution without introducing latency or blocking rendering. In many cases we improve performance by caching static scripts. ## Eliminate your Client-side blindspot Gain full visibility and control over every script delivered to your users to improve site security and performance. [Book a demo](/book-demo) [Start for free](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=cta_section) Start free, or try Business with a 14-day trial. ![cside dashboard interface showing script monitoring and security analytics](/_astro/privacy_dash.CoZmzlV9_Z1Ydf5F.webp) ## Industries ### Industries We Protect | Client-Side Security by cside Source: https://cside.com/industry Industries # Client-side security for every industry cside monitors third-party scripts, enforces PCI DSS 4.0.1, and stops browser-layer fraud across the sectors that attackers target most. [Book a demo](/book-demo) [Talk to an expert](/contact) Coverage ## Industries we protect [ 01 ### Crypto & DeFi In crypto, one compromised script can drain user wallets in seconds. Get the intelligence to monitor browser threats and block attacks in real-time. Learn More](/industry/crypto)[ 02 ### SaaS Platforms Your SaaS is only as secure as the 3rd party scripts in your users' browsers. Get the intelligence to monitor every script and protect sensitive data. Learn More](/industry/saas)[ 03 ### eCommerce Your checkout loads dozens of 3rd party scripts. One malicious script can steal payment data and destroy your brand. Get the intelligence to monitor and protect in real-time. Learn More](/industry/ecommerce)[ 04 ### Payment Providers As a payment provider, you secure the entire payment flow from checkout to gateway. Client-side attacks target this path. Our intelligence gives you visibility into browser threats. Learn More](/industry/payments)[ 05 ### Airlines & Transit Bookings happen through browser webviews where attacks are invisible to traditional tools. Our intelligence gives you real-time visibility into threats targeting customers. Learn More](/industry/airlines)[ 06 ### Hospitality & Hotels Bookings happen through browser webviews where attacks are invisible to traditional tools. Our intelligence provides visibility into browser threats targeting your guests. Learn More](/industry/hospitality)[ 07 ### Gaming & Betting Gaming happens through browser webviews where attacks are invisible to traditional tools. Our intelligence provides visibility to protect players and prevent fraud. Learn More](/industry/gaming)[ 08 ### Healthcare & Telemedicine Protect patient information and maintain HIPAA compliance with client-side security. Our intelligence monitors every script to prevent breaches and protect privacy. Learn More](/industry/healthcare) Why cside ## Built for regulated, high-traffic industries 01 ### Real-time script intelligence Continuous inventory of every first- and third-party script on your pages, with instant alerts when new scripts appear or existing ones change behavior. 02 ### PCI DSS 4.0.1 automated Automated compliance for requirements 6.4.3 and 11.6.1 -- script justification, change detection, and audit-ready reports delivered out of the box. 03 ### Fraud and PII protection Device fingerprinting, form-field monitoring, and data-exfiltration detection protect your users and reduce chargebacks, account takeover, and privacy violations. Get started ## Ready to secure your industry Set up a free trial in minutes, or talk to our team about a tailored deployment. [Book a demo](/book-demo) [Talk to an expert](/contact) ### Airline Fraud Prevention & Loyalty Fraud Detection | cside Source: https://cside.com/industry/airlines Airlines & Transit # Airline Fraud & Loyalty Program Fraud in the Browser Bookings happen through browser webviews where attacks are invisible to traditional tools. Our intelligence gives you real-time visibility into threats targeting customers. [ Book a demo ](/book-demo)[ Talk to an expert ](/contact) Overview ## Airline Fraud Prevention & Loyalty Fraud Detection - 01 ### Client-side attacks go undetected Your website loads dozens of 3rd party scripts (marketing tags, data integrations, analytics). One bad script exposes your users to attacks. - 02 ### Legacy tools miss dynamic attacks Fraud tools and separate payment portals don't monitor the browser. CSPs and crawlers are evaded by attacks with dynamic JavaScript. - 03 ### Compliance pressure is increasing Airlines & transit platforms fall under PCI DSS, GDPR, and regional data laws that hold organisations accountable for 3rd party scripts. With cside: - Monitor & secure every script to block malicious code from reaching users - Protect sensitive flows like ticket booking and loyalty program pages - Prevent violations of PCI DSS, GDPR, and HIPAA - Reduce fraud with browser-layer forensics What cside delivers ## How cside Protects Airline & Transit Platforms cside's architecture provides full client-side protection specifically designed for the unique challenges of airline and transit platforms. ![cside dashboard](/_astro/screen_mockup.CDHtHjVY_1SM1mW.webp) What you get ## Complete Protection Suite for Airlines 01 [Learn More](/solutions/client-side-security) ### Client-Side Intelligence cside monitors the activity of every script and blocks malicious code before it can execute in your users' browsers. 02 [Learn More](/solutions/pci-shield) ### Automated PCI DSS Compliance PCI 6.4.3 & 11.6.1 requirements with script inventory, change detection, justifications, and audit-ready reports. 03 [Learn More](/solutions/privacy-watch) ### Privacy Monitoring Identify what personal data each third-party script has access to and where it's sent. Stay compliant with GDPR and prevent PII leaks. 04 [Learn More](/solutions/chargeback-evidence) ### Chargeback Dispute Evidence Reduce friendly fraud chargebacks with device fingerprinting as forensic evidence to win disputes. 05 [Learn More](/use-cases/account-takeover) ### Account Takeover Prevention Stop attackers from hijacking user accounts with client-side behavioral analysis, device fingerprinting, and real-time session monitoring. 06 [Learn More](/solutions/ai-agent-detection) ### AI Agent Detection Detect agentic traffic and enforce guardrails. Block malicious AI bots while guiding trusted AI shoppers through safe purchase flows. 07 [Learn More](/solutions/device-intelligence) ### Fingerprinting Detect fraudulent sessions with 250+ browser, device, and behavioral signals to protect logins and payment pages from abuse. Threats we cover ## Common Client-Side Attacks on Airline & Transit Platforms 01 ### Magecart & E-Skimming Code hidden on document upload or payment pages steal card data and personal information 02 ### Expired Domains Attackers purchase expired domains of scripts on your site to change code from an approved source. 03 ### Software Supply Chain A breach in one of your trusted providers (analytics, chatbots, marketing tool) infects your entire site. 04 ### Dynamic JavaScript Advanced threats target sessions with specific criteria (e.g. IP address) to evade traditional detection. 05 ### PII Leaks Unmonitored scripts exfiltrate sensitive personal information such as passport data and travel details 06 ### Ad Injections Injected ads or pop-ups inside the browser trick travelers into clicking fraudulent booking links Risk profile ## Why Attackers Target Airline & Transit Platforms High value data: Stealing login credentials to purchase flight tickets and or hijack loyalty miles are lucrative assets for attackers to go after. Multiple "trusted" scripts: marketing tags, chatbots, code libraries, and script tag managers are all entry points for browser attacks. Easy to hide: Payment and check-in flows already request sensitive data that attackers want - card details, passport numbers, and loyalty program credentials. Apps run client-side: As airline platforms push to mobile first experiences, code is increasingly executed on the browser, widening the attack surface. ★★★★★ “cside tells me everything I need to know about a script, and makes sure they are safe to show to the user. It's really made me realize how big of a problem 3rd party script security is, and there are no other solutions I've tried that dive as deep as cside.” , Joseph M, Software Engineer Contact Us ## Secure Your Airline Platform Today > "With the volume of transactions we process daily, client-side security is non-negotiable. cside gives us the protection and visibility we need." Discover how cside can help protect your airline platform from client-side attacks. By checking this box, you consent to receive communications from cside Request Demo FAQ ## Questions, answered 01 How does cside protect passenger data? cside monitors all scripts on your booking platform and detects when sensitive passenger information (passport data, payment details, travel itineraries) is accessed or exfiltrated by unauthorized scripts. 02 Can cside work with our mobile app webviews? Yes. cside protects web content regardless of where it's rendered - desktop browsers, mobile browsers, or in-app webviews. This is critical for airlines where most bookings happen on mobile devices. 03 Does cside help with GDPR compliance? Yes. cside helps you meet GDPR requirements by ensuring that passenger data is not leaked to unauthorized third parties through client-side scripts. We provide audit logs for compliance verification. Didn't find what you were looking for? [Talk to an expert](/book-demo) Airlines & Transit ## Ready to secure airlines & transit Talk to a security expert. Or set up your free plan in minutes. [Book a demo](/book-demo) [Talk to an expert](/contact) ### Crypto Fraud Prevention for DeFi & Web3 | cside Source: https://cside.com/industry/crypto Crypto & DeFi # Where Crypto Fraud & Wallet Drainers Attack Users In crypto, one compromised script can drain user wallets in seconds. Get the intelligence to monitor browser threats and block attacks in real-time. [ Book a demo ](/book-demo-crypto)[ Talk to an expert ](/contact) Overview ## Crypto Fraud Prevention for DeFi & Web3 - 01 ### Wallet drainers target the browser Interception of wallet connections, modification of transaction parameters, or theft of private keys directly from the browser are some of the things that malicious scripts can do. Oftentimes, when users start noticing suspicious activities, their funds are already gone. - 02 ### 3rd party scripts are everywhere Modern websites use numerous third-party scripts for analytics, price feeds, widgets, and marketing tools. One thing they all share in common is the fact that they execute JavaScript in your users' browsers. Bad actors only need to compromise one dependency to wreak havoc on your entire platform. - 03 ### Supply chain attacks are sophisticated Some attacks are designed to evade traditional security tools to target high-value transactions. Think of attacks on npm packages, CDNs, and even wallet SDKs to inject malicious code. - 04 ### Users hold you accountable Regardless if the attack came from a third-party script, you will still find yourself being blamed for a security breach on your platform, especially if users lose funds. Both your reputation and user trust are at stake. With cside: - Block wallet drainers and transaction manipulation - Monitor every script for malicious behavior - Get real-time alerts when scripts access wallet APIs - Protect users from supply chain attacks - Maintain detailed forensic logs for incident response - Build trust with verifiable security What cside delivers ## How cside Protects Crypto & DeFi Platforms cside's architecture provides full client-side protection specifically designed for the unique threats facing crypto and DeFi platforms. ![cside dashboard](/_astro/screen_mockup.CDHtHjVY_1SM1mW.webp) What you get ## How cside Protects Crypto & DeFi Platforms 01 [Learn More](/solutions/client-side-security) ### Client-Side Intelligence cside monitors the activity of every script, blocking malicious code from reaching users on your platform. 02 [Learn More](/use-cases/account-takeover) ### Account Takeover Prevention Stop attackers from hijacking user accounts with client-side behavioral analysis, device fingerprinting, and real-time session monitoring. 03 [Learn More](/solutions/device-intelligence) ### Fingerprinting Detect fraudulent sessions with 250+ browser, device, and behavioral signals to protect logins and payment pages from abuse. 04 [Learn More](/solutions/ai-agent-detection) ### AI Agent Detection Detect agentic traffic and enforce guardrails. Block malicious AI bots while guiding trusted AI shoppers through safe purchase flows. 05 [Learn More](/solutions/vpn-detection) ### VPN Detection Identify VPN and proxy traffic in real time to comply with location-specific laws, enforce content restrictions, and prevent geo-bypasses. 06 [Learn More](/solutions/privacy-watch) ### Privacy Monitoring Identify what personal data each third-party script has access to and where it's sent. Stay compliant with GDPR and prevent PII leaks. Threats we cover ## Common Client-Side Attacks on Crypto Platforms 01 ### Wallet Drainers These are scripts that can intercept wallet connections and drain funds. They can do this by either modifying transaction parameters or stealing private keys. 02 ### Transaction Manipulation There are malicious code that can change recipient addresses, amounts, or smart contract interactions in real-time. 03 ### Software Supply Chain Malicious codes are injected into your dApp through compromised npm packages, wallet SDKs, or Web3 libraries. 04 ### Clipboard Hijacking Your copied wallet addresses can be replaced with attacker-controlled addresses if a malicious code is set to monitor your clipboard. 05 ### Session Hijacking Unauthorized access to user accounts and trading capabilities can happen when attackers steal your session tokens. 06 ### Phishing Injections Injected fake wallet connection prompts or approval requests on your page can trick users into signing malicious transactions. Risk profile ## Why Attackers Target Crypto Platforms: High value transactions make every compromised browser session a lucrative target Registration flows KYC and personal data that can be harvested Third party services (trading widgets, analytics, integrations) expand the attack surface Client-side scripts often touch wallet IDs, private keys, and addresses Compare ## How cside Outperforms Alternatives cside delivers advantages traditional tools can't match. vs. Crawler-Based Solutions vs. Content-Security Policy (CSP) vs. Client-Side Agents Sees real user behavior, not sanitized crawler views Monitors script payloads, not just sources Undetectable monitoring attackers can't bypass Catches attacks aimed at specific segments Detects breaches at trusted third-party providers Complete historical script behavior tracking Detects threats between periodic scans Handles dynamic scripts CSPs can't control Future-proof against evolving techniques Contact Us ## Don't Wait for Users to Lose Funds > "cside tells me everything I need to know about a script, and makes sure they are safe to show to the user. It's really made me realize how big of a problem 3rd party script security is, and there are no other solutions I've tried that dive as deep as cside." Our experts can conduct a client-side vulnerability assessment and show you how to protect your crypto platform from client-side attacks. By checking this box, you consent to receive communications from cside Get Free Assessment FAQ ## Questions, answered 01 How does cside prevent wallet drainer attacks? We monitor all JavaScript execution in real-time and detect any attempt to access wallet APIs or modify transaction parameters. Malicious patterns are identified using our behavioral analysis, preventing funds from being stolen. 02 Can cside protect against supply chain attacks on Web3 libraries? The answer is yes. We track every script loaded on your platform. This includes npm packages and Web3 SDKs. We can immediately detect a compromised dependency as malicious behavior and block it before it executes in the browser. For a [real-world SDK supply-chain compromise targeting crypto platforms](/blog/appsflyer-web-sdk-supply-chain-compromise-polymorphic-crypto-stealer), see our breakdown of the AppsFlyer Web SDK incident. 03 Does cside work with all wallet providers? We work with all major wallet providers. This includes MetaMask, WalletConnect, Coinbase, and others. Browser-level interactions are monitored, regardless of which wallet your users choose. Didn't find what you were looking for? [Talk to an expert](/book-demo-crypto) Crypto & DeFi ## Ready to secure crypto & defi Talk to a security expert. Or set up your free plan in minutes. [Book a demo](/book-demo-crypto) [Talk to an expert](/contact) ### eCommerce Fraud Detection & Client-Side Script Monitoring… Source: https://cside.com/industry/ecommerce eCommerce # eCommerce Fraud, Magecart & Client-Side Script Attacks Your checkout loads dozens of 3rd party scripts. One malicious script can steal payment data and destroy your brand. Get the intelligence to monitor and protect in real-time. [ Book a demo ](/book-demo-e-commerce)[ Talk to an expert ](/contact) Overview ## eCommerce Fraud Detection & Client-Side Script Monitoring - 01 ### Magecart attacks are invisible Credit card skimming happens in the browser where traditional security tools can't see it. By the time you discover a breach, thousands of cards may be compromised. - 02 ### 3rd party scripts are your biggest risk Marketing tags, analytics, chatbots, and payment widgets all execute in the browser. A compromise in any one of these can lead to a massive data breach. - 03 ### PCI DSS v4.0.1 requirements are strict Requirements 6.4.3 and 11.6.1 mandate script integrity monitoring and authorization of all scripts on payment pages. CSPs and manual audits aren't enough. Learn more about [PCI DSS compliance](/use-cases/compliance/pci-dss). With cside: - Block Magecart and e-skimming attacks in real-time - Monitor & control every script on your checkout pages - Meet PCI DSS v4.0.1 requirements 6.4.3 and 11.6.1 - Get browser-layer forensics when incidents occur What cside delivers ## How cside Protects eCommerce Platforms cside's architecture provides full client-side protection specifically designed for the unique challenges of eCommerce checkout flows. ![cside dashboard](/_astro/screen_mockup.CDHtHjVY_1SM1mW.webp) What you get ## How cside Protects eCommerce & Retail Merchants 01 [Learn More](/solutions/client-side-security) ### Client-Side Intelligence cside monitors the activity of every script, blocking malicious code from reaching users on your platform. 02 [Learn More](/solutions/pci-shield) ### Automated PCI DSS Compliance PCI 6.4.3 & 11.6.1 requirements with script inventory, change detection, justifications, and audit-ready reports. 03 [Learn More](/solutions/privacy-watch) ### Privacy Monitoring Identify what personal data each third-party script has access to and where it's sent. Stay compliant with GDPR and prevent PII leaks. 04 [Learn More](/solutions/chargeback-evidence) ### Chargeback Dispute Evidence Reduce friendly fraud chargebacks with device fingerprinting as forensic evidence to win disputes. 05 [Learn More](/solutions/device-intelligence) ### Fingerprinting Detect fraudulent sessions with 250+ browser, device, and behavioral signals to protect logins and payment pages from abuse. 06 [Learn More](/solutions/ai-agent-detection) ### AI Agent Detection Detect agentic traffic and enforce guardrails. Block malicious AI bots while guiding trusted AI shoppers through safe purchase flows. 07 [Learn More](/use-cases/account-takeover) ### Account Takeover Prevention Stop attackers from hijacking user accounts with client-side behavioral analysis, device fingerprinting, and real-time session monitoring. Threats we cover ## Common Client-Side Attacks on eCommerce Sites 01 ### Magecart & E-Skimming Code injected into checkout pages intercept credit card data, CVV numbers, and customer information 02 ### Expired Domains Attackers purchase expired domains of scripts on your site to change code from an approved source. 03 ### Software Supply Chain A breach in one of your trusted providers (analytics, chatbots, marketing tool) can compromise your entire checkout flow. 04 ### Dynamic JavaScript Advanced Magecart variants target specific sessions (high-value orders, certain geographies) to evade detection. 05 ### Form Jacking Malicious scripts copy form data including payment details and send it to attacker-controlled servers 06 ### Session Hijacking Attackers steal session tokens to impersonate customers and make fraudulent purchases Risk profile ## Why Attackers Target Retail & eCommerce: Payment pages handle credit card data High-value customer data (addresses, phone numbers, and purchase history) Checkout flows have multiple third-party dependencies Seasonal traffic spikes mask malicious activity Modern web apps load more code in the browser, widening the attack surface. Compare ## How cside Outperforms Alternatives cside delivers advantages traditional tools can't match. vs. Crawler-Based Solutions vs. Content-Security Policy (CSP) vs. Client-Side Agents Sees real user behavior, not sanitized crawler views Monitors script payloads, not just sources Undetectable monitoring attackers can't bypass Catches attacks aimed at specific segments Detects breaches at trusted third-party providers Complete historical script behavior tracking Detects threats between periodic scans Handles dynamic scripts CSPs can't control Future-proof against evolving techniques Contact Us ## Protect Your eCommerce Revenue and Reputation > "Client-side security was a blind spot for us until we implemented cside. Now we have complete visibility into our third-party scripts and can prevent data breaches before they happen." Discover how cside can help you secure your eCommerce platform and protect your customers' payment data. By checking this box, you consent to receive communications from cside Get Started FAQ ## Questions, answered 01 How does cside help with PCI DSS v4.0.1 compliance? Cside directly addresses PCI DSS requirements 6.4.3 and 11.6.1 in a purposely built dashboard addressing the specific requirements line by line. Offering automated monitoring and authorization of the scripts interacting with payment forms. We give you the visibility and control that auditors require. Cside has even been validated by VikingCloud, one of highest reputation QSA firms in the industry. With card networks tightening their chargeback ratio thresholds, this same script visibility helps you avoid the fraudulent transactions that push merchants over the line, see [Visa's VAMP 2026 thresholds and how merchants stay under them](/blog/vamp-2026-merchant-playbook). 02 Can cside detect Magecart attacks in real-time? Cside monitors all JavaScript execution on your site and detects when scripts attempt to access form fields related to sensitive data such as Payment Card Data, PII or PHI or exfiltrate data to external endpoints. We notify of alarming behaviours and block malicious actions before customer data is compromised. 03 Does cside slow down my checkout page? It wouldn't. In fact, depending on the page we may even make the experience faster. cside's architecture is designed for minimal performance impact. The script-based monitoring approach has no impact on performance. Most merchants see no difference in page load times after deployment. Didn't find what you were looking for? [Talk to an expert](/book-demo-e-commerce) eCommerce ## Ready to secure ecommerce Talk to a security expert. Or set up your free plan in minutes. [Book a demo](/book-demo-e-commerce) [Talk to an expert](/contact) ### iGaming Fraud Detection & GTM Container Security | cside Source: https://cside.com/industry/gaming Gaming & Betting # iGaming Fraud, Bonus Abuse & Unauthorized GTM Containers Gaming happens through browser webviews where attacks are invisible to traditional tools. Our intelligence provides visibility to protect players and prevent fraud. [ Book a demo ](/book-demo-gaming)[ Talk to an expert ](/contact) Overview ## iGaming Fraud Detection & GTM Container Security - 01 ### Client-side attacks go undetected Your platform loads dozens of 3rd party scripts (marketing tags, data integrations, analytics). One bad script exposes your players to attacks. - 02 ### Legacy tools miss dynamic attacks Fraud tools and separate payment portals don't monitor the browser. CSPs and crawlers are evaded by attacks with dynamic JavaScript. - 03 ### Compliance pressure is increasing Gaming & betting platforms fall under strict gaming regulations, GDPR, and regional data laws that hold organisations accountable for 3rd party scripts. For chargeback and fraud-liability rules operators now face, see our [iGaming chargeback playbook for VAMP 2026](/blog/friendly-fraud-gaming-igaming-playbook). With cside: - Monitor & secure every script to block malicious code from reaching players - Protect sensitive flows like deposits, withdrawals, and account pages - Prevent violations of gaming regulations, GDPR, and PCI DSS - Reduce fraud with browser-layer forensics What cside delivers ## How cside Protects Gaming & Betting Platforms cside's architecture provides full client-side protection specifically designed for the unique challenges of gaming and betting platforms. ![cside dashboard](/_astro/screen_mockup.CDHtHjVY_1SM1mW.webp) What you get ## How cside Protects Gaming & Betting Platforms 01 [Learn More](/solutions/client-side-security) ### Client-Side Intelligence cside monitors the activity of every script, blocking malicious code from reaching users on your platform. 02 [Learn More](/solutions/pci-shield) ### Automated PCI DSS Compliance PCI 6.4.3 & 11.6.1 requirements with script inventory, change detection, justifications, and audit-ready reports. 03 [Learn More](/solutions/privacy-watch) ### Privacy Monitoring Identify what personal data each third-party script has access to and where it's sent. Stay compliant with GDPR and prevent PII leaks. 04 [Learn More](/solutions/device-intelligence) ### Fingerprinting Detect fraudulent sessions with 250+ browser, device, and behavioral signals to protect logins and payment pages from abuse. 05 [Learn More](/solutions/vpn-detection) ### VPN Detection Identify VPN and proxy traffic in real time to comply with location-specific laws, enforce content restrictions, and prevent geo-bypasses. 06 [Learn More](/use-cases/account-takeover) ### Account Takeover Prevention Stop attackers from hijacking user accounts with client-side behavioral analysis, device fingerprinting, and real-time session monitoring. 07 [Learn More](/solutions/ai-agent-detection) ### AI Agent Detection Detect agentic traffic and enforce guardrails. Block bots abusing bonuses, creating fake accounts, or probing game mechanics while preserving the experience for legitimate players. Threats we cover ## Common Client-Side Attacks on Gaming & Betting Platforms 01 ### Magecart & E-Skimming Code hidden on deposit or withdrawal pages steal card data and personal information 02 ### Expired Domains Attackers purchase expired domains of scripts on your site to change code from an approved source. 03 ### Software Supply Chain A breach in one of your trusted providers (analytics, chatbots, marketing tool) infects your entire platform. 04 ### Dynamic JavaScript Advanced threats target sessions with specific criteria (e.g. IP address) to evade traditional detection. 05 ### PII Leaks Unmonitored scripts exfiltrate sensitive player information such as payment data and betting history 06 ### Ad Injections Injected ads or pop-ups inside the browser trick players into clicking fraudulent links or phishing sites 07 ### Unauthorised Redirects Scripts injected into or added through a tag manager container redirect players from deposit or registration flows to phishing pages or competitor platforms, often firing only under specific conditions to evade periodic scans. 08 ### Shadow GTM Containers An additional tag manager container added without change management carries scripts that were never reviewed by the security team, introducing third-party code with no audit trail. 09 ### Shadow Pixels Tracking scripts operating in a player session that do not appear in any authorised tag inventory, often entering through affiliate integrations and silently collecting session identifiers or financial inputs. 10 ### Affiliate Script Compromise Affiliate tracking scripts hosted on third-party CDN infrastructure update independently of the operator's deployment cycle, meaning a single compromised script instantly distributes its compromise across every operator using it. 11 ### Session Recording Exploitation Misconfigured or compromised session recording tools capture player keystrokes, form inputs, and payment data entered during live sessions and exfiltrate it to attacker-controlled endpoints. 12 ### Supply-Chain Compromise of Shared Libraries A compromise at the source or CDN delivery layer of a widely shared JavaScript library distributes the attack automatically to every iGaming platform loading that resource. Risk profile ## Why Attackers Target Betting Platforms: Payment pages with frequent microtransactions that collect credit card data Integrations with multiple third-party services increase attack entry points Verification and compliance forms collect sensitive identity information Modern web apps serve more code in the browser, widening the attack surface. Compare ## How cside Outperforms Alternatives cside delivers advantages traditional tools can't match. vs. Crawler-Based Solutions vs. Content-Security Policy (CSP) vs. Client-Side Agents Sees real user behavior, not sanitized crawler views Monitors script payloads, not just sources Undetectable monitoring attackers can't bypass Catches attacks aimed at specific segments Detects breaches at trusted third-party providers Complete historical script behavior tracking Detects threats between periodic scans Handles dynamic scripts CSPs can't control Future-proof against evolving techniques Contact Us ## Level Up Your Gaming Platform Security > "In gaming, user trust is everything. cside helps us maintain that trust by protecting player data and in-game transactions from client-side attacks." Learn how cside can help you secure your gaming platform and protect your players. By checking this box, you consent to receive communications from cside Start Now FAQ ## Questions, answered 01 How does cside protect player funds and payment data on gaming platforms? cside monitors every script running in the player's browser session in real time. When a script attempts to access or exfiltrate payment inputs, account balances, or personally identifiable information, cside detects the behaviour and can block it before the player is affected. This covers Magecart-style skimmers, rogue pixels, compromised analytics tags, and exfiltration attempts through affiliate scripts. 02 Can cside help iGaming operators meet gaming regulatory compliance requirements? Yes. Many gaming regulators now require operators to monitor and control third-party scripts running in player-facing environments. cside provides the script inventory, change detection, payload inspection, and audit-ready reporting that compliance teams and external auditors need. For platforms that also process card payments, cside addresses PCI DSS 4.0.1 requirements 6.4.3 and 11.6.1 directly. 03 Does cside work with in-game browsers and embedded webviews? Yes. cside protects web content in any browser context, including embedded browsers and webviews inside gaming applications. This is critical for platforms where payment flows, account management, and identity verification all run inside the same embedded session. 04 How does cside detect shadow GTM containers and unauthorised tag manager activity? cside monitors the scripts that actually execute in the player session, not just the configuration declared in a tag manager. A shadow container added outside normal change management will load scripts that cside can detect, inventory, and flag as unapproved. This gives security teams visibility into GTM activity that would otherwise be invisible to tools relying on crawlers or static configuration review. 05 What is a shadow pixel and why is it a risk for gambling platforms? A shadow pixel is a tracking script running in a player session that does not appear in the operator's authorised tag inventory. They commonly enter platforms through affiliate integrations, where a network operator adds a pixel to their setup that then fires inside the player session on the gambling platform. Shadow pixels collecting player behaviour data, session identifiers, or financial inputs create regulatory exposure and player trust risk that the operator may be unaware of until surfaced by monitoring. 06 Why are affiliate scripts one of the highest-risk third-party scripts on iGaming platforms? Affiliate tracking scripts are hosted on CDN infrastructure controlled by the affiliate network, not the operator, and update independently of the operator's deployment process. A single compromised affiliate script affects every operator using it simultaneously. The Polyfill.js compromise in June 2024 demonstrated this pattern at scale, with over 100,000 websites affected through a single CDN-hosted library. cside monitors affiliate script payloads in real player sessions and alerts when behaviour changes between deployments. 07 How does cside support PCI DSS 4.0.1 compliance for iGaming operators? PCI DSS 4.0.1 requirements 6.4.3 and 11.6.1 require operators to maintain a script inventory, justify each script loaded on payment pages, and detect unauthorised modifications. cside automates this through continuous monitoring, change detection, and audit-ready reporting. Operators get a complete record of every script loaded on payment pages, with alerts when scripts change or new scripts appear without authorisation. 08 Can cside detect session recording exploitation on iGaming platforms? cside monitors what session recording scripts are doing in the player session, not just whether they are loaded. If a session recording tool becomes misconfigured or its vendor infrastructure is compromised, cside detects when it begins accessing form inputs, payment fields, or other sensitive elements it should not be touching. iGaming platforms are particularly exposed because player sessions involve financial transactions and identity verification in the same browser context as session recording tools. Didn't find what you were looking for? [Talk to an expert](/book-demo-gaming) Gaming & Betting ## Ready to secure gaming & betting Talk to a security expert. Or set up your free plan in minutes. [Book a demo](/book-demo-gaming) [Talk to an expert](/contact) ### Healthcare Fraud Detection & Telemedicine Security | cside Source: https://cside.com/industry/healthcare Healthcare & Telemedicine # Healthcare Fraud, HIPAA Compliance & Patient Data Protection Protect patient information and maintain HIPAA compliance with client-side security. Our intelligence monitors every script to prevent breaches and protect privacy. [ Book a demo ](/book-demo-healthcare)[ Talk to an expert ](/contact) Overview ## Healthcare Fraud Detection & Telemedicine Security - 01 ### PHI is at risk from client-side attacks Attackers target patient portals, telemedicine platforms, and payment pages to steal protected health information. - 02 ### Third-party tools create compliance risks Analytics, scheduling tools, and chat widgets can leak patient data if not properly monitored. - 03 ### HIPAA compliance is mandatory Healthcare organizations must ensure all third-party scripts comply with [HIPAA](/use-cases/compliance/hipaa) regulations. With cside: - Monitor all scripts on patient-facing pages - Prevent PHI leaks to unauthorized third parties - Maintain HIPAA compliance automatically - Protect payment and insurance information What cside delivers ## How cside Protects Healthcare Platforms cside's architecture provides full client-side protection specifically designed for the unique challenges of healthcare and telemedicine platforms. ![cside dashboard](/_astro/screen_mockup.CDHtHjVY_1SM1mW.webp) What you get ## How cside Protects Healthcare Platforms 01 [Learn More](/solutions/client-side-security) ### Client-Side Intelligence cside monitors the activity of every script, blocking malicious code from reaching users on your platform. 02 [Learn More](/solutions/privacy-watch) ### Privacy Monitoring Identify what personal data each third-party script has access to and where it's sent. Stay compliant with HIPAA and GDPR and prevent PHI/PII leaks. 03 [Learn More](/solutions/pci-shield) ### Automated PCI DSS Compliance PCI 6.4.3 & 11.6.1 requirements with script inventory, change detection, justifications, and audit-ready reports. 04 [Learn More](/use-cases/account-takeover) ### Account Takeover Prevention Stop attackers from hijacking user accounts with client-side behavioral analysis, device fingerprinting, and real-time session monitoring. 05 [Learn More](/use-cases/applicant-check) ### Applicant Check Stop fraudulent job applications with device fingerprinting that detects VMs, VPNs, and deepfakes before they reach your ATS. 06 [Learn More](/solutions/device-intelligence) ### Fingerprinting Detect fraudulent sessions with 250+ browser, device, and behavioral signals to protect logins and payment pages from abuse. Threats we cover ## Common Client-Side Attacks on Healthcare Platforms 01 ### Magecart & E-Skimming Malicious scripts on payment and patient portals steal payment information and medical data 02 ### Expired Domains Attackers purchase expired domains of scripts on your site to change code from an approved source. 03 ### Software Supply Chain A breach in one of your trusted healthcare vendors (EHR integrations, telehealth, billing) compromises patient data. 04 ### Dynamic JavaScript Advanced threats target patient sessions containing sensitive health information to evade detection. 05 ### PHI/PII Leaks Unmonitored scripts exfiltrate protected health information and personally identifiable patient data 06 ### Ad Injections Injected ads or pop-ups deceive patients into clicking fraudulent medical offers or phishing scams Contact Us ## Don't Wait for a Data Breach or Audit Failure > "cside tells me everything I need to know about a script, and makes sure they are safe to show to the user. It's really made me realize how big of a problem 3rd party script security is, and there are no other solutions I've tried that dive as deep as cside." Our experts can conduct a client-side vulnerability assessment and provide a customized recommendation. By checking this box, you consent to receive communications from cside Get Free Assessment FAQ ## Questions, answered 01 How does cside help with HIPAA compliance? cside ensures that Protected Health Information (PHI) in the browser is not accessed or exfiltrated by unauthorized third-party scripts. We provide the audit logs and security controls required for HIPAA compliance. 02 Can cside protect telemedicine video sessions? cside protects the web pages and portals where telemedicine sessions are initiated and managed. While video streams themselves are typically peer-to-peer, we protect against scripts that could intercept session data or credentials. 03 Does cside work with EHR integrations? Yes. cside monitors all scripts including those from EHR vendors and healthcare integrations. We ensure that patient data displayed in the browser is not leaked to unauthorized parties. Didn't find what you were looking for? [Talk to an expert](/book-demo-healthcare) Healthcare & Telemedicine ## Ready to secure healthcare & telemedicine Talk to a security expert. Or set up your free plan in minutes. [Book a demo](/book-demo-healthcare) [Talk to an expert](/contact) ### Hospitality Fraud Prevention for Hotels & Bookings | cside Source: https://cside.com/industry/hospitality Hospitality & Hotels # Hospitality Fraud & Payment Skimming in Hotel & Booking Flows Bookings happen through browser webviews where attacks are invisible to traditional tools. Our intelligence provides visibility into browser threats targeting your guests. [ Book a demo ](/book-demo)[ Talk to an expert ](/contact) Overview ## Hospitality Fraud Prevention for Hotels & Bookings - 01 ### Client-side attacks go undetected Your website loads dozens of 3rd party scripts (marketing tags, data integrations, analytics). One bad script exposes your guests to attacks. - 02 ### Legacy tools miss dynamic attacks Fraud tools and separate payment portals don't monitor the browser. CSPs and crawlers are evaded by attacks with dynamic JavaScript. - 03 ### Compliance pressure is increasing Hospitality & hotel platforms fall under PCI DSS, GDPR, and regional data laws that hold organisations accountable for 3rd party scripts. With cside: - Monitor & secure every script to block malicious code from reaching guests - Protect sensitive flows like booking and loyalty program pages - Prevent violations of PCI DSS, GDPR, and HIPAA - Reduce fraud with browser-layer forensics What cside delivers ## How cside Protects Hospitality & Hotel Platforms cside's architecture provides full client-side protection specifically designed for the unique challenges of hospitality and hotel booking platforms. ![cside dashboard](/_astro/screen_mockup.CDHtHjVY_1SM1mW.webp) What you get ## Complete Protection Suite for Hospitality 01 [Learn More](/solutions/client-side-security) ### Client-Side Intelligence cside monitors the activity of every script and blocks malicious code before it can execute in your users' browsers. 02 [Learn More](/solutions/pci-shield) ### Automated PCI DSS Compliance PCI 6.4.3 & 11.6.1 requirements with script inventory, change detection, justifications, and audit-ready reports. 03 [Learn More](/solutions/privacy-watch) ### Privacy Monitoring Identify what personal data each third-party script has access to and where it's sent. Stay compliant with GDPR and prevent PII leaks. 04 [Learn More](/solutions/chargeback-evidence) ### Chargeback Dispute Evidence Reduce friendly fraud chargebacks with device fingerprinting as forensic evidence to win disputes. 05 [Learn More](/solutions/device-intelligence) ### Fingerprinting Detect fraudulent sessions with 250+ browser, device, and behavioral signals to protect logins and payment pages from abuse. 06 [Learn More](/use-cases/account-takeover) ### Account Takeover Prevention Stop attackers from hijacking user accounts with client-side behavioral analysis, device fingerprinting, and real-time session monitoring. Threats we cover ## Common Client-Side Attacks on Hospitality & Hotel Platforms 01 ### Magecart & E-Skimming Code hidden on booking or payment pages steal card data and personal information 02 ### Expired Domains Attackers purchase expired domains of scripts on your site to change code from an approved source. 03 ### Software Supply Chain A breach in one of your trusted providers (analytics, chatbots, marketing tool) infects your entire site. 04 ### Dynamic JavaScript Advanced threats target sessions with specific criteria (e.g. IP address) to evade traditional detection. 05 ### PII Leaks Unmonitored scripts exfiltrate sensitive guest information such as passport data and stay details 06 ### Ad Injections Injected ads or pop-ups inside the browser trick guests into clicking fraudulent booking links Risk profile ## Why Attackers Target Hospitality Platforms High value data: Guest ID scans and card details are prime targets for attackers. Multiple "trusted" scripts: marketing tags, chatbots, code libraries, and script tag managers are all entry points for browser attacks. Easy to hide: Reservation and payment flows already collect sensitive data that attackers want. Apps run client-side: Most bookings take place on a desktop or mobile browser, widening the attack surface beyond your servers. ★★★★★ “cside tells me everything I need to know about a script, and makes sure they are safe to show to the user. It's really made me realize how big of a problem 3rd party script security is, and there are no other solutions I've tried that dive as deep as cside.” , Joseph M, Software Engineer Contact Us ## Protect Your Guests and Your Brand > "Guest data security is critical in hospitality. cside helps us maintain trust by ensuring every script on our booking platform is secure." See how cside can help you protect your hospitality platform and guest data. By checking this box, you consent to receive communications from cside Get in Touch FAQ ## Questions, answered 01 How does cside protect guest booking data? cside monitors all scripts on your booking platform and detects when guest data (payment details, personal information, stay details) is accessed by unauthorized scripts. We block malicious activity in real-time. 02 Can cside protect loyalty program pages? Yes. cside protects all pages where sensitive guest data is displayed or entered, including loyalty program dashboards, account management, and booking history pages. 03 Does cside work with property management systems? cside monitors web-based interfaces and integrations with property management systems to ensure that guest data is not leaked through client-side scripts. Didn't find what you were looking for? [Talk to an expert](/book-demo) Hospitality & Hotels ## Ready to secure hospitality & hotels Talk to a security expert. Or set up your free plan in minutes. [Book a demo](/book-demo) [Talk to an expert](/contact) ### Payment Fraud Detection & PCI DSS Compliance | cside Source: https://cside.com/industry/payments Payment Providers # Payment Fraud & PCI DSS 6.4.3 Compliance Both Live in the Browser As a payment provider, you secure the entire payment flow from checkout to gateway. Client-side attacks target this path. Our intelligence gives you visibility into browser threats. [ Book a demo ](/book-demo-payments)[ Talk to an expert ](/contact) Overview ## Payment Fraud Detection & PCI DSS Compliance for Payment Providers - 01 ### Client-side attacks go undetected Merchant websites load dozens of 3rd party scripts (marketing tags, data integrations, analytics). One bad script exposes their customers to payment card skimming. - 02 ### Payment iframes are still vulnerable Even when using payment iframes, the parent page can be compromised. Attackers intercept data before it reaches your secure iframe or steal authentication tokens. - 03 ### PCI DSS v4.0 requires client-side protection Requirement 6.4.3 and 11.6.1 mandate that scripts on payment pages are authorized, monitored, and have script integrity checks. Traditional tools don't provide this visibility. With cside: - Monitor & secure every script on merchant checkout pages - Provide merchants with visibility into their client-side security posture - Meet PCI DSS v4.0 requirements 6.4.3 and 11.6.1 - Reduce chargebacks and fraud with browser-layer forensics - Protect your brand reputation by preventing merchant breaches What cside delivers ## How cside Protects Payment Providers cside's architecture provides full client-side protection that extends from your payment gateway to every merchant checkout page. ![cside dashboard](/_astro/screen_mockup.CDHtHjVY_1SM1mW.webp) What you get ## How cside Protects Payment Providers 01 [Learn More](/solutions/client-side-security) ### Client-Side Intelligence cside monitors the activity of every script, blocking malicious code from reaching users on your platform. 02 [Learn More](/solutions/pci-shield) ### Automated PCI DSS Compliance PCI 6.4.3 & 11.6.1 requirements with script inventory, change detection, justifications, and audit-ready reports. 03 [Learn More](/solutions/privacy-watch) ### Privacy Monitoring Identify what personal data each third-party script has access to and where it's sent. Stay compliant with GDPR and prevent PII leaks. 04 [Learn More](/solutions/chargeback-evidence) ### Chargeback Dispute Evidence Reduce friendly fraud chargebacks with device fingerprinting as forensic evidence to win disputes. 05 [Learn More](/solutions/device-intelligence) ### Fingerprinting Detect fraudulent sessions with 250+ browser, device, and behavioral signals to protect logins and payment pages from abuse. 06 [Learn More](/solutions/ai-agent-detection) ### AI Agent Detection Detect agentic traffic and enforce guardrails. Block malicious AI bots while guiding trusted AI shoppers through safe purchase flows. 07 [Learn More](/use-cases/account-takeover) ### Account Takeover Prevention Stop attackers from hijacking user accounts with client-side behavioral analysis, device fingerprinting, and real-time session monitoring. Threats we cover ## Common Client-Side Attacks on Payment Pages 01 ### Magecart & E-Skimming Code hidden on merchant checkout pages intercept payment card data before it reaches your payment gateway 02 ### Expired Domains Attackers purchase expired domains of scripts on merchant sites to change code from an approved source. 03 ### Software Supply Chain A breach in one of the merchant's trusted providers (analytics, chatbots, marketing tool) can compromise the entire checkout flow. 04 ### Dynamic JavaScript Advanced Magecart variants target sessions with specific criteria (e.g. IP address, time of day) to evade traditional detection. 05 ### Session Hijacking Malicious scripts steal session tokens and authentication cookies to impersonate legitimate payment requests 06 ### Form Jacking Attackers inject code that copies form data (including CVV and card numbers) and exfiltrates it to attacker-controlled servers Risk profile ## Why Attackers Target Your Merchants: Payment pages handle credit card data High-value customer data (addresses, phone numbers, and purchase history) One successful script exploit can be repeated across different merchants Modern web apps load more code in the browser, widening the attack surface. Compare ## How cside Outperforms Alternatives cside delivers advantages traditional tools can't match. vs. Crawler-Based Solutions vs. Content-Security Policy (CSP) vs. Client-Side Agents Sees real user behavior, not sanitized crawler views Monitors script payloads, not just sources Undetectable monitoring attackers can't bypass Catches attacks aimed at specific segments Detects breaches at trusted third-party providers Complete historical script behavior tracking Detects threats between periodic scans Handles dynamic scripts CSPs can't control Future-proof against evolving techniques Contact Us ## Protect Your Payment Processing Infrastructure > "cside's real-time monitoring and threat detection capabilities have been crucial in maintaining our PCI DSS compliance and protecting our customers' payment data." Learn how cside can help you secure your payment processing platform and maintain compliance. By checking this box, you consent to receive communications from cside Contact Sales FAQ ## Questions, answered 01 How does cside protect merchant checkout pages? The protection you get from cside is extended from your payment gateway to every merchant checkout page. All scripts loaded on merchant sites are monitored, giving us the capability to detect malicious behaviour even before they can compromise payment data. 02 Can merchants see their own security posture? The answer is yes. We help merchants take ownership of their client-side security by providing merchant-facing dashboards that allow them to see their script inventory, security alerts, and compliance status. 03 Does cside reduce chargebacks? Cside helps payment providers and merchants reduce chargebacks and win disputes with our card-not-present fraud prevention and by providing forensic evidence of legitimate transactions. Didn't find what you were looking for? [Talk to an expert](/book-demo-payments) Payment Providers ## Ready to secure payment providers Talk to a security expert. Or set up your free plan in minutes. [Book a demo](/book-demo-payments) [Talk to an expert](/contact) ### SaaS Security & Fraud Prevention | cside Source: https://cside.com/industry/saas SaaS Platforms # The SaaS Security & Fraud Threat Landscape Your SaaS is only as secure as the 3rd party scripts in your users' browsers. Get the intelligence to monitor every script and protect sensitive data. [ Book a demo ](/book-demo-saas)[ Talk to an expert ](/contact) Overview ## SaaS Security & Fraud Prevention for the Browser Layer - 01 ### Client-side attacks bypass your security Your servers and APIs are protected by traditional security tools, but they are blind to what's happening in the browser. Before they even get to your backend, user credentials, session tokens, and sensitive data are valuable information that can be stolen by malicious scripts. - 02 ### 3rd party integrations are your weak link Analytics platforms, customer support widgets, marketing tools, and payment processors all execute JavaScript in your users' browsers. A breach in any one of these can compromise your entire application. - 03 ### Compliance frameworks require client-side security You are required to protect user data from unauthorized access inline with SOC 2, [ISO/IEC 27002](/use-cases/compliance/iso27001), and [GDPR](/use-cases/compliance/gdpr). This protection includes data in the browser, but most SaaS companies are blind into client-side threats. - 04 ### Supply chain attacks are increasing Trusted libraries and SDKs are compromised when attackers target the software supply chain. Introduction of malicious code into your application can happen when you update a dependency. With cside: - Monitor & secure every script running in your application - Detect and block malicious code before it executes in the browser - Get real-time alerts when scripts change behavior - Maintain complete audit logs for compliance - Meet SOC 2, ISO/IEC 27001, and GDPR requirements - Protect sensitive user data from exfiltration What cside delivers ## How cside Protects SaaS Platforms cside's architecture provides full client-side protection that integrates smoothly with your SaaS application, giving you visibility and control over every script running in your users' browsers. ![cside dashboard](/_astro/screen_mockup.CDHtHjVY_1SM1mW.webp) What you get ## How cside Protects SaaS Platforms 01 [Learn More](/solutions/client-side-security) ### Client-Side Intelligence cside monitors the activity of every script, blocking malicious code from reaching users on your platform. 02 [Learn More](/use-cases/account-takeover) ### Account Takeover Prevention Stop attackers from hijacking user accounts with client-side behavioral analysis, device fingerprinting, and real-time session monitoring. 03 [Learn More](/solutions/ai-agent-detection) ### AI Agent Detection Detect agentic traffic and enforce guardrails. Block malicious AI bots while guiding trusted AI shoppers through safe purchase flows. 04 [Learn More](/use-cases/applicant-check) ### Applicant Check Stop fraudulent job applications with device fingerprinting that detects VMs, VPNs, and deepfakes before they reach your ATS. 05 [Learn More](/solutions/privacy-watch) ### Privacy Monitoring Identify what personal data each third-party script has access to and where it's sent. Stay compliant with GDPR and prevent PII leaks. 06 [Learn More](/solutions/pci-shield) ### Automated PCI DSS Compliance PCI 6.4.3 & 11.6.1 requirements with script inventory, change detection, justifications, and audit-ready reports. Threats we cover ## Common Client-Side Attacks on SaaS Platforms 01 ### Session Hijacking Malicious scripts steal session tokens and authentication cookies, allowing attackers to impersonate legitimate users 02 ### Data Exfiltration Compromised scripts capture sensitive business data, user information, and proprietary data displayed in the browser 03 ### Software Supply Chain Attackers compromise trusted npm packages, analytics libraries, or SDK providers to inject malicious code into your application 04 ### Expired Domains Scripts from expired or abandoned domains can be purchased by attackers and modified to steal data 05 ### Cross-Site Scripting (XSS) Attackers inject malicious scripts through user inputs or API vulnerabilities to steal credentials or perform unauthorized actions 06 ### Formjacking Malicious code intercepts form submissions to steal login credentials, payment information, or other sensitive data 07 ### Keylogging Scripts that record every keystroke in the browser, capturing passwords, credit card numbers, and confidential information 08 ### Cryptocurrency Mining Hidden scripts that use your users' computing resources to mine cryptocurrency, degrading performance and user experience Risk profile ## Why Attackers Target SaaS Platforms: Access to user credentials, API keys, and business data across multiple customers Integrations with multiple third-party services increase attack entry points Onboarding forms collect sensitive business information Modern web apps serve more code in the browser, widening the attack surface. Compare ## How cside Outperforms Alternatives cside delivers advantages traditional tools can't match. vs. Crawler-Based Solutions vs. Content-Security Policy (CSP) vs. Client-Side Agents Sees real user behavior, not sanitized crawler views Monitors script payloads, not just sources Undetectable monitoring attackers can't bypass Catches attacks aimed at specific segments Detects breaches at trusted third-party providers Complete historical script behavior tracking Detects threats between periodic scans Handles dynamic scripts CSPs can't control Future-proof against evolving techniques Contact Us ## Secure Your SaaS Platform Before It's Too Late > "cside security gives us the visibility we need into our client-side attack surface. We can now proactively identify and mitigate threats before they impact our users." Let our experts show you how to protect your SaaS platform from client-side attacks and data breaches. By checking this box, you consent to receive communications from cside Schedule a Demo FAQ ## Questions, answered 01 How does cside help with SOC 2 and ISO/IEC 27001 compliance? We provide you with complete audit logs, real-time monitoring, and automated alerts for all client-side activities. You can use these logs to prove to auditors that you protect user data from unauthorized access in the browser. Learn more about ISO/IEC 27001 compliance. 02 Can cside integrate with our existing security tools? The answer is yes. We integrate with your SIEM, security orchestration platforms, and incident response workflows via webhooks and APIs. Your existing security stack is complemented by cside by covering the client-side attack surface. 03 How quickly can we deploy cside? Most SaaS platforms can deploy cside in under a week. Our architecture requires minimal code changes and integrates smoothly with your existing infrastructure. Didn't find what you were looking for? [Talk to an expert](/book-demo-saas) SaaS Platforms ## Ready to secure saas platforms Talk to a security expert. Or set up your free plan in minutes. [Book a demo](/book-demo-saas) [Talk to an expert](/contact) ## Comparisons ### Best Client-Side Script Security Solution 2026: cside vs… Source: https://cside.com/compare # See what cside catches that other tools miss Client-side attacks happen in your users' browsers. Most tools scan periodically, check source URLs, or set JS traps and miss the majority of real attacks. Here's the honest difference. [Start free trial](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=compare_hero) [Talk to an expert](/book-demo) Weighing up more than one vendor? [Browse the alternatives guides](/alternatives) [ Skip to: cside Client-side Security Comparison (PCI DSS 6.4.3 & 11.6.1 Compliance) ](#client-side-security)[ Skip to: cside Fingerprinting Comparison (Account Fraud Prevention) ](#fingerprinting) HOW WE'RE DIFFERENT ## The 4 client-side security approaches in the market CSP tools approve domains but never read the JavaScript. Crawlers see one synthetic session while attackers target real users. JS agents detect behavior after a script has already executed. cside monitors script behaviors in the browser, downloads scripts for server-side analysis, and archives every deobfuscated payload, for 100% of real user sessions, with no sampling. Learn about [client-side security approaches](/glossary/client-side-security), [PCI DSS 6.4.3 and 11.6.1](/use-cases/compliance/pci-dss), and [our full solutions](/solutions). Criteria Why it matters cside CSP-only Crawler JS Agent Real-time protection Attacks can occur between scans or in excluded sampled data, delayed detection means an active breach is already in progress Full support Partial support No support Full support Full payload analysis Threats go unnoticed unless the JavaScript itself is inspected, not just its source URL or domain Full support No support Partial support Partial support Dynamic threat detection Attacks targeting only specific users, times, or locations evade every static-scan and periodic-check approach Full support No support No support Partial support Bypass protection Sophisticated attackers override JS hooks, block callback endpoints, or use conditional payloads to evade agent-based traps Full support No support No support No support Granular vendor permission control Allow or block individual scripts per vendor, per page, per behaviour, not just approve/deny entire domains Full support Partial support No support Partial support Can meet PCI 11.6.1 11.6.1 requires monitoring both security header changes AND script payload changes, source-URL lists don't cut it Full support No support Partial support Partial support Implementation complexity Long deployment timelines delay protection and drive internal engineering cost before you're even covered low high medium medium Yes / Full support Partial / Limited No Additional Resources: [The differences in client-side security solutions](/blog/top-client-side-security-tools-full-guide) [Client-Side Attack Recap](/blog/client-side-attack-report-q2-2025) [Magecart attacks](/use-cases/magecart) [Security Use Cases](/use-cases) [PCI Shield Solution](/solutions/pci-shield) [Payments](/industry/payments) [eCommerce](/industry/ecommerce) CLIENT-SIDE SECURITY cside Comparison: Client-side security FerootCloudflareAkamaiJscramblerImpervaReflectizReport URIDomDogSource DefenseTrusted Knightotto-jsF5DataStealth JS Agent ### Feroot Security How it works Feroot splits into two products. PageGuard enforces an allow-list of approved scripts and permissions; it knows where scripts come from but has no visibility into what code is actually served. Inspector deploys synthetic users to simulate real behavior, similar to a crawler, attackers can serve a clean script to synthetic sessions and a malicious one to real users. Where it falls short PageGuard would not have caught the Polyfill attack: the domain stayed on the allow-list but the code changed. Inspector crawls from predictable endpoints, a bad actor checking whether the request comes from a cloud IP can simply skip the malicious payload. Detection happens after scripts load, in the browser, where hooks can be overridden or callbacks blocked. There is no immutable payload archive if the alert never fires. Why buyers choose cside instead cside monitors script behaviors in the browser and downloads every script to cside's infrastructure for server-side analysis, in real-time, from real user sessions. Bad actors cannot serve a clean script to cside the way they can to a crawler, because cside is embedded in real user traffic. Every script payload is archived for forensics and PCI evidence. [Full Feroot comparison](/compare/feroot-vs-cside) [ ![cside vs Feroot Security](/images/compare/cside-vs-feroot.webp) Full Feroot comparison → ](/compare/feroot-vs-cside) Edge add-on ### Cloudflare Client-Side Security (Page Shield) How it works Now renamed Cloudflare Client-Side Security, Page Shield monitors third-party scripts using a report-only CSP header added to a small sample of responses. On the paid Advanced tier it then fetches flagged scripts and scores them with ML/LLM analysis, and enforces allow-lists through content security rules (CSP). Where it falls short Cloudflare fetches scripts out-of-band from its own IPs, with different headers than a real browser, so it often analyzes a different payload than your users receive, or cannot fetch the script at all. Only a small sample of traffic (~1%) is inspected, and it never watches what executes in a live session, so dynamic or targeted skimmers slip through. CSP also validates origin not content: a compromised script on an approved CDN (like the Polyfill.io attack) passes unchallenged. Cloudflare deletes resource data after 30 days and keeps no retrievable payload archive for forensics or PCI evidence. Why buyers choose cside instead Cloudflare's free tier does not meet PCI DSS 6.4.3 or 11.6.1, that needs the paid Advanced add-on, and even then you get an inventory plus a CSV you justify by hand, not an audit-ready report. Teams that want a QSA-validated (VikingCloud) compliance dashboard, live in-session payload analysis, full forensic history, and coverage on any stack with no Cloudflare migration choose cside as a dedicated layer. cside also includes a free CSP endpoint, so you get Report URI-equivalent functionality on every plan. [Full Cloudflare comparison](/compare/cloudflare-client-side-security-vs-cside) [ ![cside vs Cloudflare Client-Side Security (Page Shield)](/images/compare/cside-vs-cloudflare.webp) Full Cloudflare comparison → ](/compare/cloudflare-client-side-security-vs-cside) JS Agent ### Akamai Page Integrity Manager How it works Page Integrity Manager injects a JavaScript file into the page head that monitors script execution during live user sessions. It maintains a policy management system for allowlisting or blocking scripts and domains, combined with a threat feed to classify sources as safe or malicious. Where it falls short Akamai offers visibility into script sources but no insight into the actual payload of a script. It cannot block scripts in real-time before they execute, blocking relies on predefined policies or manual response after detection. New attacks must be found, understood, and added to policy before they are properly handled. This is a reactive solution. Pricing is enterprise-only with minimum commitments well above most mid-market budgets. Implementations typically require professional services. No self-serve option. Why buyers choose cside instead cside deploys in minutes, not months. No professional services required. Self-serve Business plan at $99/month. Server-side script analysis on cside's infrastructure means detection logic is invisible to attackers, unlike a JS file running in the browser that attackers can study and bypass. For enterprise, cside includes QSA-ready dashboards without Akamai's complexity or minimum spend. [Full Akamai comparison](/compare/akamai-page-integrity-manager-vs-cside) [ ![cside vs Akamai Page Integrity Manager](/images/compare/cside-vs-akamai.webp) Full Akamai comparison → ](/compare/akamai-page-integrity-manager-vs-cside) JS Agent ### Jscrambler Webpage Integrity How it works Jscrambler's core product is JavaScript obfuscation, protecting first-party code from reverse-engineering. Their Webpage Integrity module adds client-side monitoring using hooks and code locks that restrict when and where scripts can run. Detections are entirely browser-based. Where it falls short All detections run in the browser, the same environment the attacker is operating in. Bypasses are common: attackers can find the hooks, study them, and design code that avoids triggering them. Jscrambler does not track or store script contents, making forensic analysis of an attack difficult or impossible. Code obfuscation protects your IP, not your users, conflating the two in an evaluation creates confusion about what is actually covered. Why buyers choose cside instead Buyers focused on PCI compliance and Magecart prevention find cside more targeted, no obfuscation complexity, clear QSA-validated reporting specifically for requirements 6.4.3 and 11.6.1. cside's server-side analysis happens off the page where attackers cannot see or interact with it. Script contents are archived, enabling full forensics even on missed attacks. [Full Jscrambler comparison](/compare/jscrambler-webpage-integrity-vs-cside) [ ![cside vs Jscrambler Webpage Integrity](/images/compare/cside-vs-jscrambler.webp) Full Jscrambler comparison → ](/compare/jscrambler-webpage-integrity-vs-cside) CSP-only ### Imperva Client-Side Protection How it works Imperva Client-Side Protection leans heavily on CSP to enforce script-level security. It also deploys a browser-based "worker" that observes loaded scripts after the page finishes rendering, collecting information on scripts running in real user sessions. Where it falls short The worker runs after page load, it does not intercept scripts before they execute. If a script delivers different content based on cookies, IP, browser fingerprinting, or A/B variants, the worker may never see the malicious version. CSP validates origin, not content: the Polyfill.io attack would not have been caught. Client-side protection is a feature within Imperva's broader WAF platform, not a dedicated product. Pricing is not public and requires an existing Imperva relationship. Why buyers choose cside instead Dedicated product built specifically for client-side security and PCI DSS compliance. Self-serve entry point with transparent pricing. No contract lock-in required to prove compliance to your QSA before you buy. cside also provides a free CSP endpoint, so you get the same layering Imperva offers plus payload-level analysis on top. [Full Imperva comparison](/compare/imperva-client-side-protection-vs-cside) [ ![cside vs Imperva Client-Side Protection](/images/compare/cside-vs-imperva.webp) Full Imperva comparison → ](/compare/imperva-client-side-protection-vs-cside) Crawler ### Reflectiz How it works Reflectiz is a scanner-based, agent-less tool. It uses a "proprietary browser" to crawl selected pages and pages found via sitemap, periodically, from external cloud infrastructure. An optional client-side blocking script is available for customers who want to act on findings, though this requires a code change, undermining the agent-less positioning. Where it falls short Requests originate from cloud or datacenter IPs, not real users. Sophisticated attackers serve a clean script to crawlers and a malicious payload to real users. An attack that fires for only 5% of users after 5pm, or targets specific geolocations or device types, will never appear in a scan report. No publicly available QSA approval, self-attested claims only. Scanner-based approaches are not mentioned in PCI SSC guidance on 6.4.3 integrity mechanisms because they cannot prevent scripts from loading or analyze behavior at runtime. Why buyers choose cside instead cside sees what attackers actually send to real users, Reflectiz sees what attackers allow their scanner to see. cside combines real-user in-browser monitoring with server-side script analysis and a scanner powered by threat intel from billions of real sessions across thousands of sites. VikingCloud QSA-validated PCI dashboard. One script tag added by the customer, no managed crawl setup requiring session tokens and captcha bypasses. [Full Reflectiz comparison](/compare/reflectiz-vs-cside) [ ![cside vs Reflectiz](/images/compare/cside-vs-reflectiz.webp) Full Reflectiz comparison → ](/compare/reflectiz-vs-cside) CSP-only ### Report URI How it works Report URI is a CSP reporting platform. Businesses configure their HTTP security headers to point violations to a unique Report URI endpoint. When a browser detects a CSP violation, it sends a report to that endpoint, which Report URI collects, aggregates, and displays. Where it falls short Report URI doesn't block anything itself. It receives reports from the browser after violations have already occurred and gives teams visibility into misconfigurations, it all relies on native browser behavior. CSP validates approved script sources, not their content: the Polyfill.io attack would not have been caught because the domain stayed the same while the code changed. There is no payload analysis, no forensic archive of script contents, and no mechanism to prevent a malicious script from executing. Why buyers choose cside instead cside provides everything Report URI offers as a free included CSP endpoint. On top of actual script-level protection. Where Report URI reports on what happened, cside monitors script behaviors in the browser and downloads scripts to cside's infrastructure for server-side analysis, blocking attacks before they touch the user. Buyers who start with Report URI for PCI compliance quickly find it covers only the reporting layer of 6.4.3 and nothing of 11.6.1's script integrity requirements. [Full Report URI comparison](/compare/report-uri-vs-cside) [ ![cside vs Report URI](/images/compare/cside-vs-report-uri.webp) Full Report URI comparison → ](/compare/report-uri-vs-cside) JS Agent + CSP ### DomDog How it works DomDog is purpose-built for PCI DSS 4.0.1 requirements 6.4.3 and 11.6.1. Setup requires a single script tag in the page header, similar to cside. It collects data on which scripts are running, displays them in a dashboard, and asks the user to review and approve or blacklist them. It also uses CSP as a secondary layer. Where it falls short DomDog does not sit in the delivery path of scripts, it collects and displays data on what scripts are doing after they have already executed in the browser. If a stored XSS script turns malicious, DomDog cannot detect it because it has no visibility into code outside the JS execution layer. The CSP layer validates script sources, not payload content; the Polyfill.io attack would not have been caught. The approach is adequate for basic PCI checkbox compliance but limited from a real security standpoint. No SOC 2 or PCI DSS certification found publicly. No publicly accessible developer documentation. Why buyers choose cside instead cside monitors script behaviors in the browser AND downloads scripts to cside's infrastructure for server-side analysis, sitting in the delivery flow, not just observing after the fact. Every payload is archived for forensics. VikingCloud QSA-validated PCI dashboard. DomDog starts at $999/year and cside start for free or $99/month. cside adds AI-driven script analysis, bypass protection, and server-side detection that DomDog's in-browser approach cannot replicate. [Full DomDog comparison](/compare/domdog-vs-cside) [ ![cside vs DomDog](/images/compare/cside-vs-domdog.webp) Full DomDog comparison → ](/compare/domdog-vs-cside) Crawler + JS Agent ### Source Defense How it works Source Defense offers two methods. "Detect" is a crawler that mimics a user visiting the page and fetches third-party scripts, but from cloud IPs, not real user sessions. "Protect" is a JavaScript agent that creates a client-side sandbox to monitor and control script behavior in the browser. Where it falls short The Detect crawler faces the same structural problem as all scanner-based tools: attackers can detect cloud IP requests and serve a clean script. The Protect JS agent runs in the same browser environment as the attacker, core functions like fetch() can be overridden by a malicious script, intercepting or redirecting the alert before it leaves the browser. The detection triggered but the signal was cut off. Source Defense does not store or show script contents, making forensics difficult or impossible. A crawler alone cannot achieve PCI DSS 4.0.1 compliance. Why buyers choose cside instead cside combines in-browser behavioral monitoring with server-side script analysis on cside's infrastructure. Script analysis happens off-page where attackers cannot see or interact with it. Every payload is archived. cside also offers a scanner for cases where no code change is possible, powered by threat intel gathered from billions of real sessions, not third-party feeds. [Full Source Defense comparison](/compare/source-defense-vs-cside) [ ![cside vs Source Defense](/images/compare/cside-vs-source-defense.webp) Full Source Defense comparison → ](/compare/source-defense-vs-cside) DNS Proxy ### Trusted Knight Protector Air How it works Trusted Knight Protector AIR is a cloud-based security product deployed via DNS redirect. It routes all website traffic through Trusted Knight's infrastructure, inspects it for malicious JavaScript and malware, encrypts data between the site and visitors, then forwards clean traffic to users. It works at the network layer without requiring code changes beyond the DNS redirect. Where it falls short Because it operates at the network layer via DNS proxy, Trusted Knight has limited visibility into what happens inside the browser after page delivery. Post-load script injections, DOM manipulation, and rogue browser extensions run outside its detection scope. The DNS redirect creates a single point of failure: if Trusted Knight goes down, your site may go down too. Every request takes an extra network hop, adding latency. No publicly available QSA validation for PCI DSS 6.4.3 and 11.6.1. No public documentation on integration. Why buyers choose cside instead cside operates inside the browser session without rerouting traffic, so there is no single point of failure and no latency overhead. It detects post-load script injections, DOM manipulation, and supply chain attacks that network-layer tools miss. cside also provides device fingerprinting for fraud analytics, VPN detection, and AI agent detection. Self-serve Business plan at $99/month with a VikingCloud QSA-validated PCI dashboard. [Full Trusted Knight comparison](/compare/trusted-knight-vs-cside) [ ![cside vs Trusted Knight Protector Air](/images/compare/cside-vs-trusted-knight.webp) Full Trusted Knight comparison → ](/compare/trusted-knight-vs-cside) JS Agent ### otto-js How it works otto-js (formerly DEVCON) is a client-side JavaScript security tool built around PCI DSS 4.0.1 requirements 6.4.3 and 11.6.1. It deploys a one-line agent that monitors first-, third-, and Nth-party scripts as they load and execute, surfaces them in a dashboard, and generates CSP and access-control configurations. Pricing is public and starts low, aimed at SMB and mid-market e-commerce. Where it falls short otto-js is a focused compliance-and-malvertising tool: its documented capability centers on dashboard review and alerting, without AI-driven analysis of script content, an immutable forensic payload archive, or fingerprinting and bot/AI-agent detection. Its independent review profile is sparse, and we found no QSA-validated PCI dashboard or public status page. Why buyers choose cside instead cside adds AI-driven analysis of each script's actual content (not just a list of what's present), immutable payload archives for forensics and PCI evidence, a QSA-validated PCI dashboard, and a dedicated fingerprinting product with bot and AI-agent detection. otto-js's transparent pricing is a genuine strength; cside competes on depth of analysis and evidence, not price. [Full otto-js comparison](/compare/otto-js-vs-cside) [ ![cside vs otto-js](https://og.cside.com/?title=otto-js%20vs%20cside) Full otto-js comparison → ](/compare/otto-js-vs-cside) WAAP module ### F5 Client-Side Defense How it works F5 Distributed Cloud Client-Side Defense (CSD) is a browser-attack module inside F5's WAAP platform, built on technology from F5's Shape Security acquisition. A browser JavaScript agent observes scripts after they execute, sends telemetry to F5's cloud for ML risk-scoring, and surfaces dashboard alerts that an operator mitigates with a one-click block. Its value is realized when you already run F5 (BIG-IP, NGINX, or Distributed Cloud). Where it falls short CSD's value is gated on running the F5 stack, so it isn't infrastructure-agnostic. It detects then alerts, so scripts execute before an operator clicks block, and it returns a risk score rather than full payload forensics. There's no public CSD pricing or self-serve, and we found no independent reviews for the CSD module specifically (F5's strong reviews grade the whole WAAP platform). Why buyers choose cside instead cside is a dedicated, infrastructure-agnostic client-side security product that deploys as a single first-party script with no DNS changes. It performs AI-driven analysis on script content and keeps an immutable forensic record of every payload, plus device fingerprinting with bot and AI-agent detection, a public status page, and public pricing you can evaluate today. F5's enterprise scale is real; cside competes on focus and evidence. [Full F5 comparison](/compare/f5-client-side-defense-vs-cside) [ ![cside vs F5 Client-Side Defense](https://og.cside.com/?title=F5%20Client-Side%20Defense%20vs%20cside) Full F5 comparison → ](/compare/f5-client-side-defense-vs-cside) Network layer ### DataStealth How it works DataStealth (from Datex Inc.) is a network-layer data-security platform, tokenization, masking, and encryption, with eSkimming / PCI script protection as one module. It deploys transparently via routing rules with no client-side agent, validating the served response (scripts and security headers) before code reaches the browser. It is a PCI DSS Level 1 Service Provider and a member of the PCI SSC Board of Advisors. Where it falls short Because it validates the served response in the delivery path rather than running in the browser, per-visitor runtime-DOM coverage is worth confirming for conditional skimmers that fire only for targeted real users after render. It is primarily a tokenization-first platform, is sales-gated with no public pricing, has no fingerprinting or bot/AI-agent detection, and has limited independent product reviews. Why buyers choose cside instead cside observes what scripts actually do inside each real visitor's rendered DOM, the exact place a skimmer runs, and publishes the attacks it catches with immutable payload archives, so detection is something you can prove. It also adds device fingerprinting with bot and AI-agent detection and transparent self-serve pricing. DataStealth's PCI pedigree and smooth network-layer rollout are genuine strengths. [Full DataStealth comparison](/compare/datastealth-vs-cside) [ ![cside vs DataStealth](https://og.cside.com/?title=DataStealth%20vs%20cside) Full DataStealth comparison → ](/compare/datastealth-vs-cside) WATCH DEMO VIDEO ## See how cside protects your payment pages This pre-recorded demo shows how quickly you can comply with PCI DSS 6.4.3 & 11.6.1 using cside [![PCI DSS Demo Video Preview](/_astro/pci-demo-video-preview-image-cside.-yfKITQu_Z1cF94P.webp) ](/landing/pci-demo-video) WHY WE'RE DIFFERENT ## Traditional fraud prevention isn't ready for AI agent attackers Stealth browsers were purpose-built to spoof fingerprints and emulate human interaction patterns. They are neutralizing the detection layers that most security stacks depend on. Bot management platforms miss locally hosted bots that solve CAPTCHAs more accurately than humans. Fraud decisioning suites that score sessions on device fingerprints see 'clean' signals from synthetic environments designed to pass exactly those checks. cside Fingerprinting was built for this new reality. It identifies AI-driven sessions by analyzing the device, browser, and behavioral signals at depth to catch signs of bot abuse, account fraud, and friendly fraud chargebacks. FINGERPRINTING cside Comparison: Fingerprinting & bot detection FingerprintCastleHUMAN SecurityDataDomeForterSEONThumbmarkJSSiftArkose LabsCHEQIPQualityScoreSardine Device Fingerprinting ### Fingerprint How it works Fingerprint is a device identification platform that runs a JavaScript snippet on your site and returns a stable visitor ID plus Smart Signals (bot detection, VPN detection, browser tampering, incognito mode). It offers mobile SDKs for Android, iOS, React Native, and Flutter. Both cside and Fingerprint start at $99/month and collect similar raw signals. Where it falls short Higher per-call overage cost ($4 per 1,000 calls vs cside's $2) and fewer included API calls at the entry tier (20,000 vs 50,000). At 500K additional monthly calls, that is $1,000 on cside vs $2,000 on Fingerprint. Does not offer client-side script monitoring or PCI DSS compliance coverage. No chargeback evidence integration for Visa CE 3.0 or Mastercard programs. Why buyers choose cside instead Same entry price with 2.5x more included API calls and half the overage rate. Bundles fingerprinting with client-side script monitoring from one vendor, covering PCI DSS 4.0.1. Integrates into Visa CE 3.0 and Mastercard chargeback programs through Chargebacks911. If you need mobile SDKs, Fingerprint is the better fit. [Full Fingerprint comparison](/compare/fingerprint-vs-cside) [ ![cside vs Fingerprint](/images/image-cside-vs-Fingerprint-comparison.webp) Full Fingerprint comparison → ](/compare/fingerprint-vs-cside) Device Fingerprinting ### Castle How it works Castle offers device fingerprinting with real-time risk scores (bot, ATO, abuse) and provides SDKs for web and mobile. It returns three scores per event and supports a no-code policy engine. Castle covers web and mobile through native SDKs for iOS, Android, React Native, and Flutter. Entry price is $200/month for 100,000 API calls. Where it falls short Higher entry price at $200/month compared to cside's $99/month. No client-side script monitoring. No chargeback evidence integration for Visa CE 3.0 or Mastercard programs. Does not offer a dedicated AI agent detection signal that categorizes different types of agents. Why buyers choose cside instead Lower entry price at $99/month. Specialized AI agent detection that behaviorally distinguishes AI agents from bots and humans. Integrates into Visa CE 3.0 and Mastercard chargeback programs through Chargebacks911. Bundles fingerprinting with client-side script monitoring from one vendor. If you need mobile SDKs, Castle is the better fit. [Full Castle comparison](/compare/castle-vs-cside) [ ![cside vs Castle](/images/compare/cside-vs-castle.webp) Full Castle comparison → ](/compare/castle-vs-cside) Bot Management ### HUMAN Security How it works HUMAN Security is a bot management and cyberfraud defense platform that detects and blocks automated threats across websites, mobile apps, and APIs. Products include Bot Defender, Account Defender, and Client-Side Defense, licensed separately. Implementation requires a client-side Sensor and server-side Enforcer (CDN middleware). Where it falls short Pricing not public. Anonymous reports suggest $45K-$105K/year median contracts. Enterprise sales process required. User reviews describe detection as a 'black box' with limited ability to adjust rules or access raw signals. Does not expose a persistent visitor ID for custom identity workflows. Full client-side security visibility restricted to highest pricing tier. Why buyers choose cside instead cside starts at $99/month with self-serve signup. Exposes raw fingerprinting and behavioral data through API and webhook for custom rules. Persistent visitor ID enables account sharing, multi-accounting, and chargeback evidence use cases that HUMAN does not cover. Full PCI DSS 6.4.3 & 11.6.1 coverage at all pricing tiers. [Full HUMAN Security comparison](/compare/human-security-vs-cside) [ ![cside vs HUMAN Security](/images/compare/cside-vs-human-security.webp) Full HUMAN Security comparison → ](/compare/human-security-vs-cside) Bot Management ### DataDome How it works DataDome is a bot management and AI agent trust platform that detects and blocks automated threats across websites, mobile apps, and APIs in real time. Bot Protect is the core product starting at $3,830/month. Account Protect and Page Protect are sold separately. Requires server-side or CDN integration. Where it falls short Starts at $3,830/month for Bot Protect alone. No free tier. Account fraud products sold separately at additional cost. Enterprise sales process required. Uses device fingerprinting internally but does not expose a persistent visitor ID for custom identity workflows. Why buyers choose cside instead Both products overlap on AI agent detection at vastly different price points. cside starts at $99/month with self-serve signup and a free tier. Solves account sharing, multi-accounting, and chargeback evidence beyond bot blocking. Exposes raw signals and a persistent visitor ID for custom fraud workflows. Integrates into Visa CE 3.0 through Chargebacks911. [Full DataDome comparison](/compare/datadome-vs-cside) [ ![cside vs DataDome](/images/compare/cside-vs-datadome.webp) Full DataDome comparison → ](/compare/datadome-vs-cside) Fraud Decisioning ### Forter How it works Forter is a transaction decisioning platform that sits at checkout, analyzes transaction data, and returns an approve/decline verdict backed by a chargeback guarantee. If Forter approves a transaction that turns out to be fraudulent, they cover the loss. It also offers dispute representation using cross-merchant identity data. Where it falls short Enterprise-only with no public pricing (reported $80K+/year). No self-serve access. Implementation requires a payment stack integration, server-side integration, and client-side tag. Forter controls the approve/decline decision, removing flexibility from your team. Does not detect account sharing. No client-side script monitoring. Does not expose raw signals or a persistent visitor ID for custom workflows. Why buyers choose cside instead Teams that want to solve a specific account fraud problem without buying into an entire enterprise platform. cside gives your team the raw device and behavioral signals to build custom fraud logic rather than outsourcing decisions. Starts at $99/month with self-serve signup and can be live in under a day with a single script tag. Covers account sharing and integrates into Visa CE 3.0 for chargeback evidence through Chargebacks911. [Full Forter comparison](/compare/forter-vs-cside) [ ![cside vs Forter](/images/image-cside-vs-Forter-comparison.webp) Full Forter comparison → ](/compare/forter-vs-cside) Anti-Fraud Platform ### SEON How it works SEON is a broad anti-fraud and AML compliance platform that combines device fingerprinting, digital footprint enrichment (email and phone lookups against 300+ social platforms), transaction monitoring, KYC verification, and case management. It scores the full customer journey from registration through withdrawal. Where it falls short Starts at $699/month with no free tier. All plans require a sales conversation. AI agent detection is a single potential\_ai\_agent flag with no detailed behavioral analysis or agent categorization. Does not detect account sharing. No client-side script monitoring. Relies on digital footprint lookups that sophisticated fraudsters can fake by aging synthetic identities. Why buyers choose cside instead Teams that want to solve a specific account fraud problem without buying into an entire enterprise platform. cside has specialized AI agent detection that categorizes agents into distinct types for granular enforcement. Detects account sharing which SEON does not. Integrates into Visa CE 3.0 through Chargebacks911. Starts at $99/month with self-serve signup and a free tier. [Full SEON comparison](/compare/seon-vs-cside) [ ![cside vs SEON](/images/image-cside-vs-SEON-comparison.webp) Full SEON comparison → ](/compare/seon-vs-cside) Device Fingerprinting ### ThumbmarkJS How it works ThumbmarkJS is a browser fingerprinting project in two parts: a free, MIT-licensed open-source library that runs client-side (~80% uniqueness), and a commercial cloud API that adds server-side signals (TLS, HTTP headers) to reach 99%+ uniqueness with bot detection, VPN and datacenter detection, and threat scoring. The API starts free and the Pro plan is €15/month for 15,000 calls. Where it falls short ThumbmarkJS returns a visitor ID and a threat level; the decision and enforcement logic is yours to build. No pre-made rules, no block/enforce actions, no client-side script monitoring, no PCI DSS compliance coverage, and no chargeback evidence integration. Browser tampering detection is limited to the fingerprint pipeline itself. Why buyers choose cside instead cside ships fingerprinting with pre-built rules, enforcement actions, and bundleable script monitoring from one vendor: PCI DSS 4.0.1 coverage, chargeback evidence through Chargebacks911, and AI agent detection. If you just want a cheap or self-hosted visitor ID and are happy building your own logic, ThumbmarkJS is the better fit. [Full ThumbmarkJS comparison](/compare/thumbmarkjs-vs-cside) [ ![cside vs ThumbmarkJS](/images/compare/cside-vs-thumbmarkjs.webp) Full ThumbmarkJS comparison → ](/compare/thumbmarkjs-vs-cside) Fraud Decisioning ### Sift How it works Sift is an AI fraud-decisioning platform: it ingests client-side signals (via a third-party JavaScript collector) and server-side events, then returns a 0-100 risk score for payment fraud, account takeover, and abuse. The customer owns the decision and the loss. It is a mature product with strong, well-established G2 ratings and a large customer base in marketplaces, fintech, and on-demand commerce. Where it falls short Sift and cside aren't the same tool, and Sift does plenty cside doesn't (workflow decisioning, dispute automation, content moderation). On the shared device-signal layer, Sift's browser collector sits on the EasyPrivacy filter list and is blocked by default in common ad blockers, so the browser-collected signal degrades for privacy-tool users (the server-side Events API still flows). It is not a script-security product and doesn't address PCI DSS 6.4.3 / 11.6.1, and its own collector is exactly the kind of third-party script 6.4.3 makes you inventory. Why buyers choose cside instead cside is complementary to a decisioning platform, not a replacement. It collects device and behavioral signals from your own first-party JavaScript (no third-party origin for a filter list to block), adds bot and AI-agent detection, and gives you evidence you own, usable in chargeback disputes through Chargebacks911. And it polices every script on your payment pages for PCI DSS 6.4.3 / 11.6.1, including collectors like Sift's. Many teams run both. [Full Sift comparison](/compare/sift-vs-cside) [ ![cside vs Sift](https://og.cside.com/?title=Sift%20vs%20cside) Full Sift comparison → ](/compare/sift-vs-cside) Bot & Agent Defense ### Arkose Labs How it works Arkose Labs is a server-side bot-defense and fraud-prevention platform built around adaptive challenges (Arkose MatchKey) and an attack-economics deterrence model. Its Titan platform adds device intelligence, email signals, scraping protection, and an Agent Trust Manager that classifies and enforces against AI-agent traffic at the perimeter. Where it falls short Arkose decides whether to allow, challenge, or block traffic at the edge, it isn't built to watch what scripts and agents do inside the live page, and it doesn't inventory or tamper-monitor the third-party scripts on your payment pages for PCI DSS 6.4.3 / 11.6.1. Pricing is enterprise and contact-sales, with no public self-serve trial. Why buyers choose cside instead Both detect bots and AI agents, but cside reads them in the live browser session from your own first-party JavaScript, mouse movement, scroll behavior, and typing cadence, and adds an AI-generated-text detection engine for form inputs that Arkose doesn't offer. cside also goes beyond bot detection into client-side script security and QSA-ready PCI evidence. Many teams run both: Arkose enforces at the edge, cside gives first-party in-session visibility. [Full Arkose Labs comparison](/compare/arkose-labs-vs-cside) [ ![cside vs Arkose Labs](https://og.cside.com/?title=Arkose%20Labs%20vs%20cside) Full Arkose Labs comparison → ](/compare/arkose-labs-vs-cside) Go-to-Market Security ### CHEQ How it works CHEQ is a go-to-market security platform protecting paid campaigns, web forms, and analytics from invalid traffic, fake leads, and bots across Google, Meta, and Microsoft Ads. It runs a triple-layer engine and also markets a real client-side script-monitoring line (CHEQ Manage) plus an Agent Intent product for AI agents. Where it falls short CHEQ's centre of gravity is ad-fraud and lead quality, with client-side script security as one module among several. It maps its client-side capabilities to PCI DSS 6.4.3 / 11.6.1 but doesn't state an independent QSA-validated attestation on its product pages, and its enterprise platform is contact-sales. Why buyers choose cside instead On the shared bot and AI-agent layer, cside reads in-session behavior, mouse movement, scroll behavior, typing cadence, from your own first-party JavaScript, and adds an AI-generated-text detection engine for form inputs that CHEQ doesn't offer. For payment-page script governance, cside leads with QSA-ready, VikingCloud-validated PCI evidence and published pricing. Many teams run CHEQ for ad and lead protection and cside for the PCI and first-party-signal layer. [Full CHEQ comparison](/compare/cheq-vs-cside) [ ![cside vs CHEQ](https://og.cside.com/?title=CHEQ%20vs%20cside) Full CHEQ comparison → ](/compare/cheq-vs-cside) Fraud Detection APIs ### IPQualityScore How it works IPQualityScore (IPQS) is a fraud-detection API suite that returns risk scores for IP/proxy reputation, email and phone validation, device fingerprinting, and URL/malware scanning. Your systems call its endpoints (or embed its device tracker) and act on the scores. It publishes pricing with a free tier and self-serve plans. Where it falls short IPQS is an API-and-score model, not a client-side security product: it doesn't market PCI DSS 6.4.3 / 11.6.1 payment-page script monitoring, and its device tracker is itself a third-party script you'd need to inventory. Its materials describe bot and automation detection but not AI-agent classification. Why buyers choose cside instead cside detects bots and agents by what they do in the live browser session through your own first-party JavaScript, mouse movement, scroll behavior, typing cadence, with no fixed third-party collector to block, and adds an AI-generated-text detection engine for form inputs that IPQS doesn't offer. It also polices every script on your payment pages for PCI DSS. For broad IP, email, and phone scoring, IPQS does jobs cside doesn't; many teams run both. [Full IPQualityScore comparison](/compare/ipqualityscore-vs-cside) [ ![cside vs IPQualityScore](https://og.cside.com/?title=IPQualityScore%20vs%20cside) Full IPQualityScore comparison → ](/compare/ipqualityscore-vs-cside) Fraud & AML ### Sardine How it works Sardine is an agentic fraud, AML, and transaction-monitoring platform. A browser SDK plus server-side APIs feed device, behavioral, and transaction signals into ML models and rules that return risk scores and decisions, with KYC/KYB, sanctions/PEP screening, case management, and explicit detection of agentic browser automation (OpenAI Operator, Perplexity, BrowserUse, BrowserBase). Where it falls short Sardine's browser collector is a vendor-hosted third-party script that ad blockers can affect, and it isn't a client-side script-security product, being PCI-compliant as an organization is separate from giving merchants a 6.4.3 / 11.6.1 tool. It is sales-led with no public pricing. Why buyers choose cside instead Both read in-browser device and behavioral signals and both detect agentic automation. cside collects them from your own first-party JavaScript, mouse movement, scroll behavior, typing cadence, with no third-party origin to block, adds an AI-generated-text detection engine for form inputs, and polices every payment-page script for PCI DSS. For AML and transaction decisioning, Sardine does jobs cside doesn't; many teams run both. [Full Sardine comparison](/compare/sardine-vs-cside) [ ![cside vs Sardine](https://og.cside.com/?title=Sardine%20vs%20cside) Full Sardine comparison → ](/compare/sardine-vs-cside) Download our certifications Used by QSAs and enterprise security teams during vendor due diligence. [trust.cside.com](https://trust.cside.com/) [![SOC 2 Type II](/_astro/soc2.DjN9-wmt_Z1VKifm.webp) SOC 2 Type II Download](https://trust.cside.com/)[![PCI DSS AOC](/_astro/pcidss.DepZxFFP_Z2o3oRL.webp) PCI DSS AOC Download ](https://trust.cside.com/)[![VikingCloud](/_astro/vikingcloud.DArJMW_4_np6gh.webp) VikingCloud QSA Report Mastercard-approved](https://trust.cside.com/) ## See what's running in your users' browsers Start a free 14-day trial or talk to a security expert. Credit card required for the trial, free plan available with no card. [Start free trial](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=compare_cta) [Book a demo](/book-demo) Still comparing? We'll send you a custom one-pager for your specific vendor shortlist. [View all FAQs](/faq) · [Ask us anything](/book-demo) FAQ Frequently Asked Questions [View all](/faq) I'm concerned about adding a script, doesn't that introduce risk? cside loads as the first script on your page and monitors script behaviors in the browser while also downloading scripts to cside's infrastructure for server-side analysis. If cside is ever unreachable, it fails open, your site continues to work normally. The Script Method requires no traffic rerouting, adds no latency, and takes seconds to implement: one script tag in your site's . Our uptime track record is visible at status.cside.com. How does cside compare to CSP-only solutions like [Cloudflare Page Shield](/compare/cloudflare-client-side-security-vs-cside), [Report URI](/compare/report-uri-vs-cside), or [Imperva](/compare/imperva-client-side-protection-vs-cside)? CSP products list approved domains and tell the browser to block everything else. That stops obvious out-of-scope hosts and can satisfy parts of [PCI 6.4.3](/use-cases/compliance/pci-dss), but it never inspects the JavaScript itself. If an attacker compromises a third-party script on an approved CDN, as in the Polyfill.io attack, CSP would not catch it. cside analyzes the actual script code, not just its origin. Because we retain the full payload and header record, we also cover [PCI 11.6.1](/use-cases/compliance/pci-dss) without any manual lists to maintain. cside also provides a free CSP endpoint as an additional layer, included with every plan. How does cside compare to JavaScript agent-based tools like [Feroot](/compare/feroot-vs-cside), [Akamai](/compare/akamai-page-integrity-manager-vs-cside), or [HUMAN Security](/compare/human-security-vs-cside)? Agent-based tools run monitoring code inside the browser, the same environment the attacker is operating in. Attackers can override core browser methods these agents rely on (such as fetch()), intercepting or redirecting alerts before they leave the browser. Detection also happens after the script has already loaded. cside monitors behaviors in the browser AND downloads scripts to cside's infrastructure for server-side analysis. That server-side analysis is invisible to attackers, they cannot study or bypass what runs off the page. Every script version is archived with full headers, giving auditors and incident-response teams a complete, replay-ready record. Learn more about [digital skimmers](/glossary/digital-skimmers) and [Magecart attacks](/use-cases/magecart). How does cside compare to crawler/scanner approaches like Reflectiz or SecurityMetrics? Crawlers scan from cloud IP ranges on a schedule. Sophisticated attackers detect these requests and serve a clean script to the scanner while targeting real users with the malicious payload. An attack geofenced to residential IPs, or timed to fire only after office hours, will never appear in a scan report. cside monitors 100% of real user sessions in real time, every script reaching every real browser is analyzed, with no sampling and no scheduling. For [PCI 11.6.1](/use-cases/compliance/pci-dss), header monitoring is automated and continuous. cside also offers a scanner for edge cases where no code change is possible, powered by threat intelligence from billions of real sessions across thousands of sites, not third-party feeds. Learn more about [script injection protection](/use-cases/script-injections) and [data leaks](/use-cases/data-leaks). How fast can I actually get started? One script tag. Seconds to implement. The cside Business plan is fully self-serve, create an account, add the script tag to your site's , and you'll see live script traffic in the dashboard immediately. No sales call required. For enterprises with tighter deployment requirements, we can typically complete onboarding in under a week with dedicated support. CONTACT US ## Browser-layer visibility for every visitor, human or agentic. WHAT CSIDE COVERS How to achieve **PCI DSS requirement 6.4.3 & 11.6.1** compliance in 1 day Why **third-party scripts** are a security risk for you and your visitors Monitoring **privacy and consent leakage** (GDPR, CCPA) across every third party Stopping **signup abuse, account sharing, and chargeback fraud** with device intelligence Detecting and controlling **AI agents and bots** hitting your site in real time By checking this box, you consent to receive communications from cside Send message ## Monitor and Secure Your Third-Party Scripts Gain full visibility and control over every script delivered to your users to improve site security and performance. [Book a demo](/book-demo) [Start for free](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=cta_section) Start free, or try Business with a 14-day trial. ![cside dashboard interface showing script monitoring and security analytics](/_astro/privacy_dash.CoZmzlV9_Z1Ydf5F.webp) ### Akamai Page Integrity Manager vs cside Source: https://cside.com/compare/akamai-page-integrity-manager-vs-cside ## TL;DR: cside vs Akamai Page Integrity Manager - Page Integrity Manager applies behavioral monitoring to third-party scripts inside Akamai's CDN. Requires an Akamai CDN contract, no public pricing. - cside runs on any CDN, in 100% of real user sessions with no sampling, and produces QSA-grade evidence for PCI DSS 4.0.1 requirements 6.4.3 and 11.6.1. Every script is downloaded to cside's own infrastructure for server-side analysis, and the raw attack code is archived. Free tier available. - Already deep in Akamai and want the native add-on: Akamai. Want CDN-agnostic deployment, full session coverage, and QSA-grade payload evidence without the enterprise minimum: cside. ## What is Akamai Page Integrity Manager? Akamai Page Integrity Manager solely competes with cside's [Client-side security solution](/solutions/client-side-security) and [PCI Shield](/solutions/pci-shield). Other services like [VPN detection](/solutions/vpn-detection), AI agent detection and [Privacy Watch](/solutions/privacy-watch) are not in their scope. **Akamai Page Integrity Manager** is a client-side security solution that monitors and analyzes JavaScript running in users' browsers to detect malicious activity, like digital skimming, formjacking, and Magecart-style attacks. It focuses on identifying suspicious behavior from third-party scripts and alerting when potentially harmful actions are found. ## Is it a good idea to buy a client-side security solution from a firewall vendor? Large security vendors sometimes have a stab at shipping a quick side product. They do this as they know that their buyers are bought into their platform. The easy choice is to simply buy their solution. However, many users notice quickly that these products did not get the attention they needed and often simply do not work or address the requirements. Browsers as an attack surface are totally different from looking at a network packet as firewall. ## How Akamai Page Integrity Manager works Akamai's Page Integrity Manager is mainly able to list, allow, and block scripts based on previous intel and known issues. They offer great visibility of the script sources, but **no insight into the actual payload of a script**. This means they can't block scripts in real-time, before needing confirmation after alerting you. Akamai Page Integrity Manager injects a JavaScript file into the of a website, which runs in the user's browser during live sessions. The script monitors the execution of all other scripts on the page. Users need to set up a policy management system that allows them to allowlist or block specific scripts or domains. This is combined with a threat feed to check which sources are deemed safe and malicious. This is a reactive solution. Akamai Page Integrity Manager can not actively block malicious scripts before they execute. Blocking relies on predefined allow/block policies or manual response after detection, meaning new attacks need to be found, understood, and adjusted for so they can be properly detected and blocked next time. ## How cside goes further Akamai's Page Integrity Manager runs JavaScript agents inside the browser. Every attacker who visits your site can see that code, study it, and reverse-engineer the detection logic. cside's analysis runs on our own infrastructure. There's nothing in the browser for an attacker to find. This isn't theoretical. Attackers routinely inspect in-browser monitoring code and design their payloads to avoid triggering alerts. With cside, our detection engine downloads scripts server-side and runs analysis before content reaches users. Akamai detects and alerts after a script has already been delivered. cside blocks it before it ever executes. If we catch a compromised dependency, we can serve the last known safe version using hash-locking, so your site keeps working while staying protected. Akamai also requires you to be an Akamai CDN customer. cside works with any infrastructure. Add one script, and you're protected. No CDN lock-in, no minimum contract. Pricing starts at $99/month with a [14-day free trial](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=compare_content). For compliance, cside archives every script payload with full version history, covering both [PCI DSS 4.0.1](https://www.pcisecuritystandards.org/document_library/) requirements 6.4.3 and 11.6.1. Akamai's behavioral alerts don't produce the kind of evidence QSA auditors expect during assessments. **Try cside before you buy.** cside has a free plan, so you can sign up, deploy, and explore the platform yourself, with no sales calls or procurement process. And our support team is one message away whenever you need a hand. [Sign up](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=compare_content) or [book a demo](/book-demo) to get started. ## Akamai PIM alternatives: how cside compares Akamai Page Integrity Manager (Akamai PIM) is a client-side security add-on that runs a JavaScript agent in the browser and requires an Akamai CDN contract. If you are looking for an Akamai PIM alternative, cside is CDN-agnostic: it works on any infrastructure, runs in 100% of real user sessions with no sampling, downloads every script to its own infrastructure for server-side analysis, and archives the raw payload as QSA-grade evidence for PCI DSS 4.0.1 requirements 6.4.3 and 11.6.1. Pricing starts at $99/month with a free tier, with no CDN lock-in or enterprise minimum. Choose Akamai PIM if you are already committed to Akamai's CDN and want the native add-on; choose cside for CDN-agnostic deployment, full session coverage, and payload-level evidence. ## Related resources - [PCI DSS 6.4.3 & 11.6.1 script inventory and tamper detection](/solutions/pci-shield) - [Full client-side security platform](/solutions/client-side-security) - [PCI DSS compliance software: 2026 vendor comparison](/blog/pci-dss-compliance-software) - [How to comply with PCI 6.4.3 and PCI 11.6.1](/blog/how-to-comply-with-pci-6-4-3) - [What is client-side security](/blog/what-is-client-side-security) - [Magecart attacks explained: how web skimming works](/blog/magecart-attacks-explained-web-skimming) - [cside pricing plans](/pricing) ### Arkose Labs Alternative: cside vs Arkose Labs Source: https://cside.com/compare/arkose-labs-vs-cside ## TL;DR: cside vs Arkose Labs - Arkose stops abuse with interactive challenges. Effective against fake-account creation and credential stuffing, but every challenge is friction for real users. - cside collects device and behavioral signals from your own first-party JavaScript, so there is no third-party origin to block and no fixed collector to detect. Mouse-movement patterns, scroll behavior, typing cadence, device fingerprinting at 99.7% accuracy across 250+ signals, plus AI agent detection. No challenge UI. - Want a challenge product to drop on abuse-prone flows: Arkose. Want zero-friction detection plus payment-page compliance in one platform: cside. ## What is Arkose Labs? Arkose Labs is a bot-mitigation and fraud-prevention company, founded in 2013 (formerly known as FunCaptcha) and headquartered in San Mateo, California, with additional offices internationally. Its current platform, **Arkose Titan**, was announced on January 30, 2026 as a unified platform to "stop malicious bots, AI agents, and human fraud networks." Titan brings together several modules, Arkose Bot Manager, Arkose Device ID, Arkose Email Intelligence, Arkose Scraping Protection, Arkose Edge, and the newer Agent Trust Manager, coordinated through a single API. A defining part of Arkose's approach is its enforcement and deterrence model. Rather than only detecting attacks, Arkose aims to make them "economically unviable", its Arkose MatchKey adaptive challenges and Proof-of-Work mechanisms are designed to drive up the cost of an attack until it stops being profitable for the attacker. Arkose Labs publicly names large enterprise customers and positions itself for Fortune-500-scale fraud and bot problems. On AI agents, Arkose's homepage messaging is "Understand the Agent. Control the Outcome.," and in June 2026 it launched **Arkose Agent Trust Manager** to classify agentic traffic (humans, self-disclosing good agents, non-disclosing good agents, and adversaries) and apply a five-step enforcement model, Allow, Monitor, Challenge, Throttle, Block, across web and API surfaces. On compliance, Arkose Labs' own compliance page lists SOC 2 Type II, SOC 1 Type II, ISO/IEC 27001:2022 (plus 27002, 27018, and 27701), PCI DSS, HIPAA, GDPR/UK GDPR, and CCPA/CPRA. Note the nuance: Arkose's PCI DSS reference describes "supporting controls where applicable for customers processing cardholder data", i.e. Arkose's own corporate posture, not a productized client-side script-monitoring feature for requirements 6.4.3 and 11.6.1. ## How Arkose Labs works Based on Arkose's published materials, the platform integrates through a client-side JavaScript SDK plus server-side API protection ("Arkose Edge"), and uses real-time risk assessment with global consortium intelligence to score incoming traffic at flows like login, signup, and checkout. When traffic looks risky, Arkose can serve an adaptive challenge (Arkose MatchKey) calibrated to the assessed risk, low-risk users pass invisibly, while suspected bots or fraud farms face challenges expensive enough to make the attack uneconomical. Agent Trust Manager sits on top of that existing signal stack (device intelligence, behavioral biometrics, and challenge telemetry) to classify and govern AI-agent traffic specifically. Two things follow from that design that matter for a client-side security buyer. First, Arkose is fundamentally an **enforcement and decisioning layer** at the perimeter, it decides whether to allow, challenge, or block traffic. It is not designed to tell you what every third-party script on your checkout page is doing, whether a script was modified, or whether a skimmer is exfiltrating card data, the client-side integrity questions PCI DSS 6.4.3 and 11.6.1 ask. Second, Arkose's own SDK is itself a third-party script running on your pages, which is precisely the kind of code that a client-side script inventory is meant to track and monitor. ## How cside fits cside isn't a replacement for Arkose Labs' bot enforcement or challenge technology, and we won't pretend otherwise. If your need is an active gate that blocks bots, AI agents, and human fraud farms at login and checkout, Arkose does that job and cside does not. What cside does is the layer underneath and around it: browser visibility for security, fraud, and compliance. On bot and AI-agent detection, the layer the two share, cside's edge is *where* and *how* it looks. It deploys via a single first-party script tag on your own domain (no proxy, no reverse proxy, no DNS changes) and reads what bots and AI agents actually do in real visitors' browsers on the live page: in-session behavioral signals like mouse-movement patterns, scroll behavior, and typing cadence, on top of device fingerprinting at 99.7% accuracy across 250+ signals. Because the signals come from your own code rather than an edge challenge or a server-side score, there's no third-party collector origin for an ad blocker to strip or a fraudster to detect and feed. cside was the first client-side security product with integrated AI agent detection, and it adds a signal these platforms don't offer: an AI-generated-text detection engine, pass the contents of a form field (a review, a signup bio, a support message) and cside tells you whether a human or an AI wrote it. There's more on our [bot detection](/solutions/bot-detection) and [AI agent detection](/solutions/ai-agent-detection) pages, and Avneh's posts on [behavioral cursor detection](/blog/catching-bots-by-how-they-move) and [the two-stage neural detection stack](/blog/catching-bots-that-dont-want-to-be-caught) explain the underlying motion and session signals in more detail. **Beyond bot detection,** cside does the thing an enforcement platform isn't built for: it inventories, justifies, and tamper-monitors every script on your payment pages, including SDKs like Arkose's, to fully automate [PCI DSS 4.0.1](https://www.pcisecuritystandards.org/document_library/) requirements 6.4.3 and 11.6.1, with QSA-ready, VikingCloud-validated reporting. It also gives you device and behavioral evidence you own, usable in chargeback disputes through our Chargebacks911 integration, and carries SOC 2 Type II, ISO 27001, GDPR compliance, a 99.9% uptime SLA, and 50+ integrations. Many teams run a bot-defense platform and cside together; if client-side script integrity, PCI script coverage, or first-party in-browser visibility is your gap, that's where cside fits. [Sign up](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=compare_content) or [book a demo](/book-demo) to get started. ## Related resources - [AI agent and bot detection platform](/solutions/ai-agent-detection) - [VPN, proxy, and residential-proxy detection](/solutions/vpn-detection) - [What is a laptop farm and how to detect it](/blog/what-is-a-laptop-farm) - [10 best bot detection tools for 2026](/blog/bot-detection-tools) - [How to detect AI agent traffic on your website](/blog/guide-to-detect-ai-agent-traffic-on-your-website) - [Account takeover fraud prevention](/blog/account-takeover-fraud-prevention) - [cside pricing plans](/pricing) ### Castle Alternative: cside vs Castle (2026) Source: https://cside.com/compare/castle-vs-cside ## TL;DR: cside vs Castle - Castle scores login and account activity for fraud and ATO through a JS SDK and REST API. Strong on identity events, blind to the browser layer. - On the shared layer, cside collects device and behavioral signals from your own first-party JavaScript. No third-party origin to block, no fixed collector to feed. Mouse-movement patterns, scroll behavior, typing cadence, fingerprinting at 99.7% accuracy across 250+ signals, AI agent detection, plus AI-generated-text detection Castle does not offer. - Only need identity risk scoring: Castle. Need identity risk plus PCI DSS 6.4.3 and 11.6.1 from one first-party sensor: cside. ## Comparison Summary - cside offers specialized AI agent detection. [Castle](https://castle.io/) provides general bot scoring but does not differentiate AI agents from traditional bots. - Castle's lowest paid plan starts at $200/month. cside starts at $99/month. - cside has an average rating of {{cside.reviews.g2.rating}} G2. Castle has an average rating of 3.7/5 on G2. - cside integrates into chargeback reduction programs like Visa CE 3.0 through a Chargebacks911 partnership. Castle does not offer an equivalent chargeback integration. ## Introduction The account fraud and device fingerprinting space has a few distinct types of vendors. Some are end-to-end fraud suites that own the entire pipeline. Others focus on data collection and give you flexibility on how you enforce. Castle (castle.io) falls into the second camp. They offer device fingerprinting with real-time risk scores (bot, ATO, abuse) and provide an SDK so you can integrate their signals into your app with high customizability. [cside](https://cside.com/solutions/device-intelligence) is a competitor in this category and operates in a similar way. Raw data signals, enforcement flexibility, and plugs into your product as an anti-fraud layer. We're an award winning web security platform with a dedicated fingerprinting product. Both cside and Castle solve overlapping problems: account takeover, multi-accounting, and bot abuse. The differences are in pricing and what each vendor does beyond core fingerprinting. > *Note from the author: As a disclosure, we acknowledge the bias as a competitor in this space. This article aims to be factually accurate about both products and help you understand when each vendor is the right pick. It's based on publicly available information as well as user reports.* ## Comparison Table: cside vs Castle | | cside | Castle | | --- | --- | --- | | **Pricing (entry)** | $99/mo for 50,000 API calls | $200/mo for 100,000 API calls | | **Per-call overage** | $2 per 1,000 calls | $2 per 1,000 calls | | **Reviews** | {{cside.reviews.g2.rating}} on G2 | 3.7/5 on G2 | | **Device + browser fingerprinting** | Yes (250+ signals) | Yes (99.5% accuracy claimed) | | **Bot detection** | Yes | Yes (Smart Signal) | | **AI agent detection** | Yes (behavioral detection) | Not specialized | | **Browser tampering detection** | Yes (browser execution layer) | Partial | | **VPN / proxy detection** | Yes | Yes | | **No-code rules engine** | Yes | Yes | | **Raw data available (no predefined rules)** | Yes (webhook, API) | Yes (webhook, API) | | **Ability to block or enforce actions on malicious visitors** | Yes (via Cloudflare or server-side integration) | Yes (Cloudflare, server-side) | | **Client-side script monitoring** | Yes (separate product, bundleable) | No | | **Chargeback evidence (CE 3.0)** | Yes (Chargebacks911 partnership) | No dedicated product | | **[PCI DSS 4.0.1](https://www.pcisecuritystandards.org/document_library/) compliance** | Yes | Not positioned | | **Mobile SDKs** | No | Android, iOS, React Native, Flutter | | **Implementation** | Script tag (web only) | Script tag or mobile SDK | ## Castle vs cside: head-to-head comparison ### Free plan cside: - Free forever. Basic fingerprinting signals. 1,000 API calls per month. - Free trial for the full Business plan if you want to test advanced signals before committing. Castle: - Free forever. All core features. 1,000 API calls per month. - 3 days of data retention. 3 seats, 1 environment. ### Pricing cside: - $99/month. Includes 50,000 API calls. - $2 per 1,000 additional calls. - Enterprise: custom quote. Adds chargeback fingerprinting, 90-day data retention, SSO. Castle: - $200/month. Includes 100,000 API calls. - $2 per 1,000 additional calls. - Enterprise: custom quote, starting at $4,000/month. cside's lower entry price and free trial on business plans give users an easier way to test the full capabilities of the platform. ### Signals collected Both platforms collect IP, geolocation, VPN/proxy indicators, device hardware data, and browser environment attributes. Both produce a device fingerprint tied to a visitor or user. Castle's collector loads from `t.castle.io` and `m.castle.io`, both on the [EasyPrivacy](https://github.com/easylist/easylist) filter list bundled by default in uBlock Origin, AdGuard, and Brave. Privacy-conscious visitors using those tools are invisible to Castle by default. cside's collector is not on these privacy filter lists. Castle adds mobile-specific signals like jailbreak detection, emulator detection, and rooted device detection. cside does not currently offer mobile SDKs, so those signals are not part of the product. Where cside pulls ahead is in AI agent detection. cside's fingerprinting product includes behavioral detection specifically designed to identify AI agents acting on a site, distinguishing them from traditional bots and from human users. ### Reviews - **cside**: {{cside.reviews.g2.rating}} on G2. {{cside.reviews.sourceforge.rating}} on SourceForge ({{cside.reviews.sourceforge.total}} reviews and ratings shown: {{cside.reviews.sourceforge.native}} native SourceForge reviews plus {{cside.reviews.sourceforge.third_party}} verified third-party ratings surfaced there). - **Castle:** 3.7/5 on G2 with 3 reviews. No reviews on other major platforms (like SourceForge). ### Implementation cside installs via a script tag on your site. Typical time to live: under a day. Castle offers two primary integration paths: a JavaScript snippet for web and mobile SDKs for iOS/Android/React Native/Flutter. ## Compliance (GDPR, SOC2) Both vendors are GDPR-ready, operating under the legitimate interest basis for fraud prevention (Recital 47). Both vendors hold SOC 2 certifications. If SOC 2 is part of your vendor evaluation, request the full report from each vendor and compare what is in scope. Not all SOC 2 reports cover the same surface area. You can view cside's compliance certifications in our trust center. ## When cside is the best fit cside is built for teams whose fraud surface centers on account fraud or AI agent bot abuse. If your core problems are account-level threats and you want fingerprinting bundled with client-side security from one vendor, cside is the better fit. **cside Fingerprinting has a focus on:** - **[Account takeover](https://cside.com/use-cases/account-takeover):** Detect when a new device, location, or browser environment appears on an existing account. Flag credential-stuffing attempts by correlating device fingerprints against known session patterns. - **[Account sharing](https://cside.com/use-cases/account-sharing):** Identify when a single account is accessed from more devices than your policy allows. Trigger enforcement actions like MFA challenges, device management screens, or upgrade prompts when limits are exceeded. - **Multi-accounting:** Catch users who create multiple accounts from the same device or browser environment. Useful for platforms dealing with bonus abuse, referral fraud, or policy circumvention at scale. ## When Castle is the best fit Castle is the better pick when you need mobile coverage or want to extend visibility of transaction abuse. **Castle is uniquely suited for:** - **Mobile app coverage:** Castle ships native SDKs for iOS, Android, React Native, and Flutter with signals like jailbreak detection, emulator detection, and rooted device detection. - **Broader abuse categories:** Castle positions against content abuse, transaction abuse, API abuse, and SMS pumping in addition to account-level threats. ## Specialized AI agent detection AI agents are not traditional bots. Consumers use tools like Perplexity Comet, Claude Computer Use, and OpenAI Operator inside real browsers. Unfortunately these legitimate visitors can blend in with malicious AI agents that are used for credit card testing, fake account creation, or other fraud schemes. cside detects AI agents as a distinct category. The fingerprinting product includes behavioral signals specifically designed to separate AI agent activity from both human users and traditional bots. This matters for platforms dealing with AI agent driven abuse on sensitive pages. Castle provides a general Bot Score (0-100) based on behavioral analysis, and their research team has published blog posts exploring the challenge of detecting AI agents. But Castle does not ship a dedicated AI agent signal or score. If AI agents acting on your site are a current or emerging concern, this is a meaningful gap between the two products. ## Integration to Visa and Mastercard chargeback reduction programs Through a partnership with Chargebacks911, cside integrates directly into Visa's Compelling Evidence 3.0 (CE 3.0) program and Mastercard's equivalent chargeback reduction programs. Device fingerprinting is the strongest signal in both of these programs. When a cardholder disputes a transaction, the merchant needs to prove that the same device was used for both the disputed transaction and previous legitimate purchases. Fingerprint data ties a device to a transaction history in a way that IP addresses and email matches alone cannot. The raw fingerprinting data that cside and Castle both collect is the same type of data these programs accept. The difference is the integration path. cside's partnership with Chargebacks911 helps you plug that fingerprinting data directly into the Visa and Mastercard dispute workflows with minimal lift. Castle does not offer a chargeback integration or partnership. Both vendors help reduce chargebacks indirectly by preventing the fraud that causes them. Detecting account takeovers before a stolen account is used for purchases means fewer fraudulent transactions and fewer disputes. But when a chargeback does happen, having fingerprint data already flowing into the compelling evidence programs is what helps you win the case. ## What is cside? cside is a web security platform that prevents fraud on your website by monitoring the browser runtime. The fingerprinting product collects 250+ signals and focuses on four use cases: account takeover, account sharing, chargeback evidence (CE 3.0 through Chargebacks911), and AI agent detection. The script monitoring product watches every script executing on a page, catching injections, tampering, and skimming attacks that fingerprinting alone does not see. ## What is Castle? Castle is an account security and fraud prevention platform that combines device fingerprinting, real-time risk scoring, and enforcement into a single product. It returns three scores per event (Bot, ATO, and Abuse), supports a no-code policy engine, and integrates with Cloudflare for edge-level blocking. Castle covers web and mobile through native SDKs. ## What cside covers that Castle does not - **AI agent detection:** cside detects AI agents acting in the browser as a distinct category separate from traditional bots and human users. Castle provides a general Bot Score but does not differentiate AI agents from conventional automation. - **Third-party script monitoring:** cside monitors every script executing on your pages. Credential-stuffing injections, session-hijacking payloads from compromised vendors, unauthorized data exfiltration through rogue analytics tags. Castle does not offer script monitoring. - **Client-side controls to comply with PCI DSS and other frameworks:** cside's script monitoring satisfies PCI DSS 4.0.1 requirements 6.4.3 and 11.6.1 (script inventory and integrity verification on payment pages). Castle is not positioned against PCI DSS compliance. - **Visa CE 3.0 and Mastercard chargeback program integration:** cside integrates directly into Visa and Mastercard chargeback reduction programs through a partnership with Chargebacks911. Device fingerprint data flows into the dispute workflow to produce compelling evidence. Castle does not offer a chargeback integration. ## Castle.io alternatives: how cside compares If you are weighing Castle.io alternatives, cside is the closest like-for-like option. Both collect device and browser signals, expose the raw data over API and webhook, and give you a no-code rules engine, so enforcement stays in your control. cside adds three things Castle does not: specialized AI agent detection, a Chargebacks911 partnership that feeds fingerprint data into Visa CE 3.0 and Mastercard chargeback programs, and client-side script monitoring for PCI DSS 4.0.1 requirements 6.4.3 and 11.6.1. ## Castle.io competitors Castle.io competes with device-intelligence and account-security tools including cside, Fingerprint, Sift, and DataDome. Most teams shortlist cside when they want fraud signals and browser-layer security from a single vendor rather than a single-purpose account-security tool. The head-to-head comparison table above gives a feature-by-feature breakdown. ## Castle.io pricing vs cside Castle.io starts at $200/month for 100,000 API calls, with enterprise plans starting around $4,000/month. cside starts at $99/month for 50,000 API calls, and both charge $2 per 1,000 additional calls. cside also offers a free-forever tier and a free trial of the full Business plan, so smaller teams can validate the signals before committing. The pricing section above breaks down both plans in detail. ## Castle.io review: ratings and verdict On G2, Castle.io holds a 3.7/5 rating; cside's public ratings are summarized in the reviews section above. Pick cside if you want account takeover, account sharing, and AI agent detection alongside chargeback evidence and PCI DSS 4.0.1 script monitoring from one browser-layer platform. ## Related resources - [AI agent and bot detection platform](/solutions/ai-agent-detection) - [VPN, proxy, and residential-proxy detection](/solutions/vpn-detection) - [What is a laptop farm and how to detect it](/blog/what-is-a-laptop-farm) - [10 best bot detection tools for 2026](/blog/bot-detection-tools) - [How to detect AI agent traffic on your website](/blog/guide-to-detect-ai-agent-traffic-on-your-website) - [Account takeover fraud prevention](/blog/account-takeover-fraud-prevention) - [cside pricing plans](/pricing) ### CHEQ Alternative: cside vs CHEQ (2026) Source: https://cside.com/compare/cheq-vs-cside ## TL;DR: cside vs CHEQ - CHEQ is built for marketing teams: click fraud, invalid traffic, ad spend protection. - cside is built for security and compliance teams: browser supply chain, PCI DSS 6.4.3 and 11.6.1, and first-party device and behavioral signals with AI agent detection. Different buyer, different problem. - Protecting paid ad spend from invalid traffic: CHEQ. Protecting what executes on your payment page: cside. ## What is CHEQ? CHEQ is a go-to-market security platform founded in 2016 and headquartered in Tel Aviv. It positions itself as protecting the entire go-to-market operation, paid campaigns, web forms, analytics, and digital properties, from invalid traffic, bots, fake leads, data contamination, and client-side threats. CHEQ states it is trusted by more than 15,000 companies, from emerging brands to the Fortune 50, and it acquired the click-fraud product ClickCease (now CHEQ Essentials) in 2020 to serve the SMB market alongside its enterprise platform. CHEQ's enterprise platform is organized into several products: CHEQ Acquisition (protecting paid marketing investment from invalid traffic), CHEQ Form Guard (defending web forms from fake leads), CHEQ Analytics (surfacing invalid-traffic impact), CHEQ Manage (governing first- and third-party tags and scripts), CHEQ Enforce (privacy and consent enforcement), and CHEQ Agent Intent (identifying and assessing visitors, including AI agents). It is a mature, well-funded vendor, having raised a reported $182M+ from investors including Tiger Global and Hanaco Ventures. ## How CHEQ works CHEQ describes a "triple-layer" intelligence engine spanning Traffic Intelligence (device fingerprinting, browser and network analysis, behavioral anomalies), Trust Intelligence (script and tag assessment within sessions), and Identity Intelligence (identity-graph resolution and synthetic-identity detection). It runs over 2,000 cybersecurity challenges per session to classify entities into humans, bots, and AI agents, then applies proportional enforcement, allow, monitor, challenge, throttle, or block. For the client-side layer specifically, CHEQ deploys a lightweight JavaScript tag that monitors scripts and code executing in visitors' browsers, identifies first- and third-party technologies, and detects skimmer/Magecart-style behavior on payment pages and sensitive forms in real time. CHEQ Manage extends this into tag governance, detecting unauthorized scripts and data-leakage signals, and supports both client-side and server-side deployment, integrating with CDN, WAF, and analytics platforms. CHEQ publishes educational content mapping these client-side capabilities to PCI DSS 6.4.3 and 11.6.1. Two things follow from this design that matter for a buyer weighing CHEQ against cside. First, CHEQ's breadth is real but ad-fraud-centric: the platform's primary, best-developed job is protecting paid campaigns and lead funnels, with client-side script security as one module among several. Second, CHEQ's client-side signal runs through its own tag (with optional server-side deployment), which is a different architecture from collecting signals through the customer's own first-party JavaScript. ## How cside fits cside isn't an ad-fraud or click-fraud product, and we won't pretend otherwise, if protecting Google or Meta ad spend is your problem, CHEQ is built for that and cside is not. What cside does is the client-side security, PCI, and first-party-signal layer, with a narrower and deeper focus. cside deploys as a single first-party script tag, no proxy, no reverse proxy, no CDN or DNS dependency, and collects device and behavioral signals from your own first-party JavaScript. On bot and AI-agent detection it reads in-session behavior on the live page, mouse-movement patterns, scroll behavior, and typing cadence, alongside device fingerprinting at 99.7% accuracy across 250+ signals, plus integrated AI agent detection and classification. Because there is no separate third-party collector origin, there is nothing for a filter list to strip or for a fraudster to detect and feed, and you get full session visibility with zero added latency. cside also adds a signal CHEQ doesn't offer: an AI-generated-text detection engine, pass the contents of a form field (a review, a signup bio, a support message) and cside tells you whether a human or an AI wrote it. There's more on our [bot detection](/solutions/bot-detection) and [AI agent detection](/solutions/ai-agent-detection) pages, and Avneh's posts on [behavioral cursor detection](/blog/catching-bots-by-how-they-move) and [the two-stage neural detection stack](/blog/catching-bots-that-dont-want-to-be-caught) explain the underlying motion and session signals in more detail. cside gives you evidence you own, usable in chargeback disputes through our Chargebacks911 integration. On the layer where cside and CHEQ most directly overlap, client-side script monitoring, cside's emphasis is QSA-ready PCI evidence. cside inventories, justifies, and tamper-monitors every script on your payment pages to satisfy PCI DSS 6.4.3 and 11.6.1, with reports that are QSA-ready and VikingCloud-validated and accepted by leading QSAs, backed by SOC 2 Type II, ISO 27001, and GDPR compliance. CHEQ markets script monitoring against the same requirements; cside leads with the independent QSA validation and published, self-serve pricing. Many teams run a go-to-market security platform for ad and lead protection and cside for payment-page script governance; if that PCI / first-party-signal layer is your gap, that's where cside fits. [Sign up](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=compare_content) or [book a demo](/book-demo) to get started. ## Related resources - [AI agent and bot detection platform](/solutions/ai-agent-detection) - [VPN, proxy, and residential-proxy detection](/solutions/vpn-detection) - [What is a laptop farm and how to detect it](/blog/what-is-a-laptop-farm) - [10 best bot detection tools for 2026](/blog/bot-detection-tools) - [How to detect AI agent traffic on your website](/blog/guide-to-detect-ai-agent-traffic-on-your-website) - [Account takeover fraud prevention](/blog/account-takeover-fraud-prevention) - [cside pricing plans](/pricing) ### Cloudflare Page Shield vs cside: PCI 6.4.3 & 11.6.1 Source: https://cside.com/compare/cloudflare-client-side-security-vs-cside ## TL;DR: cside vs Cloudflare Client-Side Security - Cloudflare Client-Side Security gives you CSP reporting and a basic script inventory if you are already routed through Cloudflare. It samples traffic rather than observing every session, and does not preserve payloads for forensics. - cside runs on any CDN, in 100% of real user sessions with no sampling. Every script is downloaded to cside's own infrastructure for server-side analysis, and raw attack code is preserved as QSA evidence. Sampling gaps matter most on conditional payloads: code served only to one geo, one device class, or logged-in users can sit in the unobserved majority for weeks. - Cloudflare-only and need the basic inventory: it is already there. Need CDN-agnostic deployment, full session coverage, and forensic-grade evidence: cside. ## What changed: Page Shield is now "Client-Side Security" In 2026 Cloudflare rebranded Page Shield to **Client-Side Security**, and the changes are more than cosmetic: - The paid add-on (formerly the **Page Shield add-on**) is now **Client-Side Security Advanced**, and Cloudflare opened it to self-serve customers instead of Enterprise sales only. - **Domain-based threat intelligence** is now free for all customers on the base Client-Side Security tier. - Cloudflare added **machine-learning malicious-script detection** to the Advanced tier that analyzes the actual JavaScript code, not just the source domain. - "Page Shield policies" are now called **content security rules**. These are real improvements, and the comparison below reflects them. Cloudflare now inspects script *content*, but it still inspects a *fetched, sampled copy*, not what runs in your users' browsers. That gap is where cside goes further.
Criteria cside Cloudflare Client-Side Security (Page Shield) Why It Matters What the Consequences Are
Approach used Live in-session monitoring + server-side AI payload analysis Sampled CSP reporting + static AI code analysis (Advanced tier)
Monitors 100% of sessions (no sampling) Attacks can fire between samples or only for a subset of visitors Cloudflare samples only a small fraction of traffic (~1%); rare or targeted skimmers go unseen
Runtime & DOM-level behavioral detection Observes how scripts actually behave as they execute, including DOM changes Static analysis of the fetched file misses DOM-based and execution-time attacks
Detects dynamic / targeted payloads (per user, time, location) Identifies attacks that only trigger for some users, times, or geographies A skimmer serving to 1 in 1,000 visitors never appears in a fetched, sampled copy
Analyzes the exact script the user received Aligns analysis with what really executed, not a copy fetched separately Cloudflare downloads from its own IPs with different headers, often not the user's payload, and often it can't fetch the script at all
AI / ML script analysis ✓ (Advanced tier) Detects novel threats through code and behavior modeling, not just threat feeds Cloudflare's classifier is Advanced-tier only and skips scripts over 300 KB
Full payload analysis regardless of script size ½ Large bundled scripts are common, and they are where payloads hide Cloudflare's classifier only runs on scripts up to 300 KB
Complete historical tracking & forensics ½ Needed for incident response, auditing, and compliance Cloudflare deletes resource data after 30 days without a new report
Archives the actual payload as evidence Auditors and responders need the real attack code, not just a score or a log Without the archived payload you can't prove what an attack actually did
Works on any stack (no CDN / WAF lock-in) Client-side risk exists no matter which CDN or firewall you run Cloudflare Client-Side Security requires routing your domain through Cloudflare
QSA-validated PCI DSS dashboard ✓ (VikingCloud) ½ Independent QSA validation is the most reliable proof a solution meets PCI DSS Cloudflare has a QSA applicability guide but a generic monitoring UI, not a PCI-mapped dashboard
In-product PCI script justification workflow (6.4.3) 6.4.3 requires written business and technical justification for every script Cloudflare exports a CSV; teams document and justify each script manually
Usable script inventory & management UI Reviewing, approving, and justifying every script needs a real workspace, not a data export Page Shield surfaces a list; teams end up tracking scripts and approvals by hand in spreadsheets
Covers PCI DSS 6.4.3 and 11.6.1 ✓ (Advanced tier) Both address the requirements; the depth of evidence and workflow differs Cloudflare's coverage needs the paid Advanced add-on. The free tier is not enough
Free CSP reporting endpoint ✓ (every plan, including free) ½ CSP violation reporting is the baseline for client-side visibility Cloudflare's content security rules are capped at 5 and gated to Advanced
SOC 2 Type II Shows consistent operational security controls over time A baseline both vendors meet
Ticketing Integrations (Linear, Jira) ✓ (both Linear and Jira) Native integrations let security alerts flow into existing developer workflows Without native ticketing, teams create tickets manually, slowing response times
## What is Cloudflare Client-Side Security (formerly Page Shield)? Cloudflare Client-Side Security solely competes with cside's [client-side security solution](/solutions/client-side-security) and [PCI Shield](/solutions/pci-shield). Other cside services like [VPN detection](/solutions/vpn-detection), [AI agent detection](/solutions/ai-agent-detection), and [Privacy Watch](/solutions/privacy-watch) are not in its scope. Client-Side Security is Cloudflare's tool for monitoring the third-party JavaScript, connections, and cookies running in your visitors' browsers. It builds an inventory of scripts, alerts you when they change or look malicious, and lets you enforce an allowlist through content security rules (CSP). On the Advanced tier it adds machine-learning analysis of script code and code-change detection. ## Is it a good idea to buy a client-side security solution from a firewall vendor? Large security vendors sometimes have a stab at shipping a quick side product. They do this because they know their buyers are already bought into the platform. The easy choice is to add the vendor's own module. However, many teams notice that these side products didn't get the attention they needed, and often don't fully address the requirement. The browser is a different attack surface from a network packet at a firewall, and it deserves a tool built for it. Cloudflare did add real capabilities since 2024: ML code analysis and more monitoring. But the product still behaves like a feature bolted onto a firewall rather than a tool built for the browser. You have to route your domain through Cloudflare to use it, the deepest detection sits behind the paid Advanced add-on, and the day-to-day workflow pushes the security and compliance work back onto you. ## How Cloudflare Client-Side Security works Cloudflare's detection hinges on a report-only [Content Security Policy](https://developer.mozilla.org/en-US/docs/Web/HTTP/CSP) header that it adds to only a small sample of responses, in practice on the order of 1% of traffic. Nothing happens until one of those sampled reports comes back. Only then does Cloudflare download the script out-of-band and, on the Advanced tier, push it through its machine-learning and LLM scoring pipeline. That download step is where the model breaks down. Cloudflare fetches the script from its own IP ranges, with different request headers than a real visitor's browser, so the copy it scores is frequently *not the payload a real user received*: - It usually isn't the user's payload. A script that varies by cookie, session, referrer, geography, or time of day serves Cloudflare's fetcher something different from what a targeted victim gets. An attacker only has to return a clean version to Cloudflare's well-known infrastructure to keep skimming real sessions undetected. - Often it can't fetch the script at all. Many scripts are served from single-use or session-bound URLs, or sit behind headers Cloudflare's fetcher doesn't replicate. When the fetch fails, there is nothing for the LLM pipeline to analyze. - Sampling leaves wide blind spots. Because only a small fraction of responses carry the report-only header, low-traffic pages and rare, targeted payloads can take a long time to surface, or never surface at all. To see it for yourself, find a site that uses it, open your browser's developer console, and refresh the page several times. - History is short-lived. Cloudflare's own documentation says it deletes information about a previously reported resource after 30 days without a new report, and its classifier only runs on scripts up to 300 KB. Underneath, enforcement still leans on CSP, which trusts the origin, not the content of each resource. As we explain in [Why CSP Doesn't Work](https://cside.com/blog/why-csp-doesnt-work?ref=content.cside.com): > CSP operates on an allow-list model, which permits resources from trusted domains but cannot block individual scripts or resources from those domains. That gap is how [the biggest client-side attack of 2024, Polyfill](https://cside.com/blog/the-polyfill-attack-explained?ref=content.cside.com) worked: the domain was trusted, the payload was malicious. Finally, adopting Cloudflare Client-Side Security requires you to be an existing Cloudflare customer. ## What it's like to actually run it Coverage on a feature page is one thing; operating the product is another. Page Shield shows you a list of scripts, but gives you no real workspace to manage them. To produce the inventory and written justifications PCI DSS 6.4.3 requires, you export a CSV and track approvals, owners, and justifications by hand. Cloudflare's own QSA evaluation tells customers to export the scripts report and document the business and technical justification themselves. For a control you're meant to evidence continuously, that becomes a spreadsheet you maintain forever. Put the detection gaps and the workflow together and the picture is unflattering: a ~1% traffic sample, an out-of-band fetch that often isn't the user's payload or can't be retrieved at all, a 30-day memory, and a list you reconcile in a spreadsheet. It can look like coverage on a checklist while rarely catching the actual attack, or producing the evidence, when it counts. ## How cside goes further Both cside and Cloudflare now analyze script code. The difference is *what* we analyze and *how completely*. cside mirrors every live user session and observes how scripts behave as they run in the browser: the DOM changes they make, the network calls they fire, and the payloads they serve to real visitors. Cloudflare scores a copy it fetched separately, from its own datacenter IPs, on a sampled basis. So when a trusted CDN starts serving a skimmer to 1 in 1,000 users after 5 p.m., cside sees it in the sessions where it fires; a fetched, sampled copy often doesn't contain it at all. Because cside's analysis happens server-side, it's invisible to attackers. They can't fingerprint our infrastructure and serve it a clean script the way they can with a predictable crawler. We also keep a complete history of every script version served to your users and archive the actual payload. When an auditor or incident responder asks what happened, you have the real attack code and a full timeline, not a score, and not a report that aged out after 30 days. On compliance, both products now address PCI DSS 6.4.3 (authorize, inventory, and justify every payment-page script) and 11.6.1 (detect and alert on unauthorized changes to scripts and security-impacting headers). Cloudflare gives you monitoring and a CSV export, and leaves the written justifications and audit evidence to you, and only on the paid Advanced tier. cside ships a [PCI-specific dashboard](/solutions/pci-shield), [independently validated by QSA firm VikingCloud](/blog/vikingcloud-approves-c-sides-security-platform-for-pci-dss-v4-0-1-requirement-6-4-3-and-11-6-1), with one-click and AI-assisted script justification, so the audit trail is generated for you. cside also includes a free [CSP reporting endpoint](/solutions/csp) on every plan, including the free tier. You get everything Page Shield offers for CSP monitoring, plus live in-session and payload-level protection on top, and you don't have to move your domain to a specific CDN to get it. **Try cside before you buy.** cside has a free plan, so you can sign up, deploy, and explore the platform yourself, with no sales calls or procurement process. And our support team is one message away whenever you need a hand. [Sign up](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=compare_content) or [book a demo](/book-demo) to get started. ## Cloudflare Page Shield alternatives: how cside compares If you are looking for a Cloudflare Page Shield alternative (now called Cloudflare Client-Side Security), cside is the CDN-agnostic option built specifically for the browser. Cloudflare's deeper detection samples roughly 1% of traffic, scores a copy it fetches out-of-band rather than what the user received, deletes resource history after 30 days, skips scripts over 300 KB, and requires routing your domain through Cloudflare. cside runs on any stack, observes 100% of real user sessions with no sampling, archives the actual payload for forensics, and ships a QSA-validated PCI DSS dashboard. Choose Cloudflare Client-Side Security if you are already all-in on Cloudflare and want a basic inventory; choose cside for full session coverage, payload-level evidence, and no CDN lock-in. ## Cloudflare Page Shield pricing vs cside Cloudflare's base Client-Side Security tier is free, but the machine-learning detection and the coverage Cloudflare's own documentation ties to PCI DSS 6.4.3 and 11.6.1 sit behind the paid Client-Side Security Advanced add-on, and all of it requires routing your domain through Cloudflare. cside includes a free CSP reporting endpoint on every plan, adds live in-session and payload-level analysis on top, and works on any CDN, so you do not have to migrate your edge to get client-side coverage. See the comparison table above for the tier-by-tier breakdown. ## Related resources - [PCI DSS 6.4.3 & 11.6.1 script inventory and tamper detection](/solutions/pci-shield) - [Full client-side security platform](/solutions/client-side-security) - [PCI DSS compliance software: 2026 vendor comparison](/blog/pci-dss-compliance-software) - [How to comply with PCI 6.4.3 and PCI 11.6.1](/blog/how-to-comply-with-pci-6-4-3) - [What is client-side security](/blog/what-is-client-side-security) - [Magecart attacks explained: how web skimming works](/blog/magecart-attacks-explained-web-skimming) - [cside pricing plans](/pricing) ### DataDome Alternative: cside vs DataDome (2026) Source: https://cside.com/compare/datadome-vs-cside ## TL;DR: cside vs DataDome - DataDome blocks bots at the edge before requests hit your app. Good at request-layer mitigation. Its collector is a third-party script a sophisticated attacker can identify and evade, and it does not cover payment-page compliance. - cside collects device and behavioral signals from your own first-party JavaScript, so there is no third-party origin to block. Mouse-movement patterns, scroll behavior, typing cadence, fingerprinting across 250+ signals, and AI agent detection that catches LLM agents passing standard IP and fingerprint checks. Plus PCI DSS 6.4.3 and 11.6.1. - Only need request-layer bot mitigation: DataDome. Need first-party signals, stealth-agent coverage, and payment-page compliance: cside. ## Key Points - [DataDome](https://datadome.co/) monitors bots. cside monitors the browser runtime to produce signals that feed multiple fraud use cases. - Both products overlap on specialized AI agent detection. They take a similar overall approach to distinguishing consumer agents from malicious agents by looking at identity, network, browser, and behavioral layers. - The products differ greatly in pricing and accessibility. cside starts at $99/month with a fully self service sign up available. DataDome starts at $3,830 per month and requires an enterprise sales process to access the product. - Both products tackle AI agent abuse and ATO fraud, but cside also helps with account sharing and multi-accounting. DataDome offers API & MCP protection that cside does not. ## Introduction Bots have always been instrumental to carrying out fraud schemes. AI-agent powered bots are now amplifying fraud vectors like account takeover, multi-accounting, and credit card testing. Legacy bot detection tools are failing to catch those threats. Our own internal tests were able to bypass traditional measures (CAPTCHAs, JS challenges) [81% of the time](https://cside.com/research-report-future-of-web-security-2026). cside and DataDome both aim to solve this new agentic attack vector. The core overlap between the two tools is that they have specialized monitoring against AI agents at the network, browser, and behavioral level. DataDome asks "is this request from a bot?" and decides to allow/block/challenge. cside asks "what is happening in this visitor's browser session?" and produces identity signals, behavioral signals, and security signals that feed multiple use cases. > *Disclosure from the author: cside is a competitor of DataDome. This comparison aims to be factually accurate about both products and help you understand when each vendor is the right choice. It's based on publicly available information as well as user reports and we update it periodically to keep it current.* ## DataDome vs cside: Pricing & Accessibility | | **cside** | **DataDome** | | --- | --- | --- | | **Pricing (entry)** | $99/mo | $3,830/mo for Bot Protect. Account Protect sold separately. | | **Free tier** | Yes | No | | **Self-serve Onboarding** | Yes. Dashboard can be accessed in minutes. | No. Sales process required to access product. | | **G2 rating** | {{cside.reviews.g2.rating}} | 4.7/5 | | **Mobile SDKs** | No | Yes | | **Implementation** | Script tag added to your website | Requires server-side or CDN integration | ### Free plan **cside:** Free forever. Basic AI agent detection signals. Free trial for the Business plan if you want to test advanced signals. **DataDome:** No free tier. DataDome offers a free trial for evaluation. ### Pricing **cside:** $99/month for 50,000 API calls. Visitor identity signals include AI agent detection as well as other fraud signals like multi-accounting and account takeover. - $2 per 1,000 additional calls. - Enterprise: custom quote. **DataDome:** Bot Protect Essentials starts at $3,830 per month. Includes website protection against bots. Account fraud products sold separately. ### Reviews - **cside**: {{cside.reviews.g2.rating}} on G2. {{cside.reviews.sourceforge.rating}} on Sourceforge ({{cside.reviews.sourceforge.total}} reviews and ratings shown: {{cside.reviews.sourceforge.native}} native SourceForge reviews plus {{cside.reviews.sourceforge.third_party}} verified third-party ratings surfaced there). - **DataDome:** 4.7/5 on G2. ### Implementation - **cside:** Self-serve onboarding available with dashboard access in minutes. Add a script tag to your website (similar to analytics tools). Can be live in under a day. Guided onboarding available for enterprise use cases. - **DataDome:** Enterprise sales process required for the full product. Deploy a CDN module or server side integration, and then a client-side JavaScript. ## DataDome vs cside: Fraud Use Cases | | **cside** | **DataDome** | | --- | --- | --- | | **Client-side script monitoring** | Yes. Browser-runtime product designed for PCI DSS Requirements 6.4.3 & 11.6.1 | Yes, via DataDome Page Protect / Source Defense | | **Account Takeover (ATO)** | Yes (credential stuffing, suspicious access detection) | Partial (credential stuffing) | | **Multi-accounting** | Yes | Partial | | **Account Sharing Detection** | Yes | Partial | | **Friendly Fraud Chargeback Evidence** | Yes (through partnership with Chargebacks911) | No | | **Anti-Scraping** | Yes | Yes (core focus) | | **Ad Fraud** | No | Yes | | **DDoS Protection** | No | Yes | This is where the coverage difference becomes clear. DataDome monitors bots. cside monitors the browser runtime. cside asks "who is this visitor?" *and* "what is executing in their browser runtime" when they visit your page. This produces an array of security and anti-fraud signals. ### cside Fraud Use Cases: - **[Account takeover](https://cside.com/use-cases/account-takeover):** Detect when a new device, location, or browser environment appears on an existing account. Correlate device fingerprints against known session patterns. - **[Account sharing](https://cside.com/use-cases/account-sharing):** Identify when a single account is accessed from more devices than your policy allows. Trigger enforcement actions like MFA challenges or upgrade prompts. - **Multi-accounting:** Catch users who create multiple accounts from the same device or browser. Useful for bonus abuse, referral fraud, or policy circumvention. cside also has a separate award winning [client-side security product](https://cside.com/solutions/pci-shield) that protects your website from payment page skimming, formjacking, and malicious code injections for phishing attacks. ### DataDome Fraud Use Cases: - **Account takeover:** Account Protect detects credential stuffing, fake signups, and account farms by analyzing behavioral patterns and flagging anomalies. Most of DataDome's coverage on ATO is based on stopping bots which is only one part of the ATO attack chain. - **Ad fraud:** Ad Protect monitors paid and organic traffic across ad campaigns, analyzing both client-side and server-side signals to identify fraudulent clicks. - **Scraping:** Core focus. Detection engine scores every request in real time to block scraping bots at the edge. ## When cside is the best fit - **You want to solve account sharing, multi-accounting, or account takeover beyond bot blocking:** DataDome catches bots. cside catches bots and also looks at signals like impossible travel or the same device tied to dozens of signups to give you visibility into fraud that bot detection alone does not surface. - **You are a mid-market or small business that wants an accessible tool, not an enterprise platform:** cside has usage based pricing, self-serve signup, and a dashboard in minutes. A head of fraud at a 50-person eCommerce company can pilot test cside to reduce chargebacks within a few weeks before asking for permanent implementation budget. - **Your team wants raw signals for flexibility and customization:** For example - one of our recent implementations was with a developer-led team at a fintech SaaS that wanted to ingest fingerprinting and behavioral signals to build their own scoring logic. cside is developer friendly so you can customize what to do with our data. ## When DataDome is the best fit If your security (and budget) prioritizes bot management, DataDome is purpose-built for it: - **Your biggest problems are scraping, DDoS, and high-volume credential stuffing.** For example an ecommerce platform getting hit with millions of bot-driven login attempts or a media company watching its content get scraped by hundreds of rotating proxies. - **You need bot protection across APIs and MCP infrastructure.** If you have significant traffic through public-facing APIs and MCP servers, DataDome ships dedicated protection features. cside is focused on your website. ## DataDome vs cside: Detection Features | | **cside** | **DataDome** | | --- | --- | --- | | **Coverage** | Website | Website, APIs | | **Device + browser fingerprinting** | Yes (250+ signals) | Yes | | **AI agent detection** | Yes (behavioral signals) | Yes (behavioral signals) | | **Stealth browser detection** | Yes | Yes | | **Custom Rules** | Yes | Yes | | **Raw data available** | Yes (webhook, API) | Yes (API, access depends on pricing plan) | ### AI Agent Detection Both cside and DataDome identify AI agents visiting your website. AI agent traffic is growing rapidly and there are different categories that should be addressed differently: - Consumer agents like Perplexity Comet, Claude Computer Use, and OpenAI Operator. They represent legitimate demand through a new channel. - LLM crawlers and model trainers from major AI platforms. - Malicious agents running automated fraud. Both vendors analyze signals across four layers (identity, network, browser environment, behavior) to classify what an agent is and determine its intent. The shared goal is to block bad actors without cutting off the consumer agents that drive agentic commerce. We broke down some of the exact signals our team looks at in our guide [How to Detect AI Agent Traffic On Your Website](https://cside.com/blog/guide-to-detect-ai-agent-traffic-on-your-website). ### Persistent Visitor ID **cside's** fingerprinting produces a persistent visitor ID that follows a visitor across sessions. You can access that ID through an API or no-code rules builder. This is the foundation for use cases like account sharing detection, multi-accounting, and chargeback evidence. It gives you flexibility for enforcement or custom tuning your own models for fraud detection. **DataDome** uses device fingerprinting internally to power its bot detection models. Its public positioning emphasizes bot, API, MCP, and account-fraud protection rather than a standalone persistent visitor ID output for custom identity workflows. ## What is cside? cside is a web security platform that prevents fraud on your website by monitoring the browser runtime. The fingerprinting product collects 250+ signals and focuses on four use cases: account takeover, account sharing, chargeback evidence (CE 3.0 through Chargebacks911), and AI agent detection. The script monitoring product watches every script executing on a page, catching injections, tampering, and skimming attacks that fingerprinting alone does not see. ## What is DataDome? DataDome is a bot management and AI agent trust platform that detects and blocks automated threats across websites, mobile apps, and APIs in real time. ## What cside covers that DataDome does not - **Account sharing and multi-accounting detection:** cside explicitly exposes a persistent visitor ID that tracks how many distinct devices access a single account and flags when the same device creates multiple accounts. DataDome offers fingerprinting and account-fraud signals, but its public positioning centers on bot, agent, API, and account-protection workflows. - **Third-party script monitoring:** cside monitors every script running on your pages through its own browser-runtime platform. This catches credential skimming attacks, compromised [third-party scripts](https://developer.mozilla.org/en-US/docs/Web/Performance), and unauthorized data exfiltration through rogue analytics tags. DataDome also offers payment-page script protection through Page Protect / Source Defense; the practical comparison is architecture, deployment model, data access, and how directly the script telemetry is exposed. - **Client-side controls to comply with PCI DSS and other frameworks:** cside's script monitoring satisfies [PCI DSS 4.0.1](https://www.pcisecuritystandards.org/document_library/) requirements 6.4.3 and 11.6.1 (script inventory and integrity verification on payment pages) and supports GDPR compliance through visibility into third-party scripts that leak personal data without consent. DataDome also addresses PCI DSS script protection through Page Protect / Source Defense, so teams should compare implementation depth, evidence quality, and operational fit. ## Related resources - [AI agent and bot detection platform](/solutions/ai-agent-detection) - [VPN, proxy, and residential-proxy detection](/solutions/vpn-detection) - [What is a laptop farm and how to detect it](/blog/what-is-a-laptop-farm) - [10 best bot detection tools for 2026](/blog/bot-detection-tools) - [How to detect AI agent traffic on your website](/blog/guide-to-detect-ai-agent-traffic-on-your-website) - [Account takeover fraud prevention](/blog/account-takeover-fraud-prevention) - [cside pricing plans](/pricing) ### DataStealth Alternative: cside vs DataStealth Source: https://cside.com/compare/datastealth-vs-cside ## TL;DR: cside vs DataStealth - DataStealth does real-time tokenization to reduce PCI scope, primarily in Canada. It stops cardholder data reaching your infrastructure. - cside covers what happens after tokenization: what third-party scripts do on the page. Tokenization does not stop a malicious script reading a card number from the form field before it is tokenized. cside runs in 100% of sessions with no sampling, downloads every script for server-side analysis, and archives payloads for 6.4.3 and 11.6.1. - Complementary, not competing. DataStealth reduces scope. cside monitors what still executes inside the scope that remains. ## What is DataStealth? DataStealth, from Datex Inc. (Mississauga, Ontario), is a network-layer data-security platform offering eSkimming protection, tokenization, encryption, and data masking with no code changes, SDKs, or integrations. eSkimming and PCI DSS 6.4.3 / 11.6.1 script protection is one module on a tokenization-first platform. It sells enterprise-direct into banks, insurers, hospitals, retailers, and payment processors, and is a PCI DSS Level 1 Service Provider and a member of the PCI SSC Board of Advisors, credentials worth taking seriously. ## How DataStealth works DataStealth operates transparently at the network layer via inline / protocol-layer insertion. It intercepts and inspects data flows and validates scripts and security headers before code reaches consumer browsers, with no agents and no browser-side JavaScript. The same platform also tokenizes payment data, applies dynamic masking and encryption, and runs data discovery and classification. Customers describe deployment as setting up routing rules, and report that it's a smooth process. Because DataStealth validates the served response in the delivery path rather than running inside the browser, the useful question to put to them is how the platform handles attacks that only manifest for real users: conditional skimmers gated by geography, time, or victim profile, and tampering that happens after the page renders. That's the scenario client-side monitoring is purpose-built to see. ## How cside goes further cside watches what [third-party scripts](https://developer.mozilla.org/en-US/docs/Web/Performance) actually do inside each real visitor's browser, in the rendered DOM, the exact place a skimmer has to run to steal data. That per-visitor vantage point is built for conditional, evasive attacks that show clean code to crawlers and network-path checks but fire for targeted shoppers. cside also publishes the attacks it catches and keeps immutable archives of every script payload, so detection is something you can see and prove, not an absolute you have to take on faith. And cside adds a dedicated fingerprinting product (device fingerprinting, bot and AI agent detection), transparent self-serve pricing with a free tier, a public status page at [status.cside.com](https://status.cside.com), and a QSA-validated PCI dashboard. If your core need is client-side script security with evidence you can hand an auditor, that focus is the difference. **Try cside before you buy.** cside has a free plan, so you can sign up, deploy, and explore the platform yourself, with no sales calls or procurement process. And our support team is one message away whenever you need a hand. [Sign up](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=compare_content) or [book a demo](/book-demo) to get started. ## Related resources - [PCI DSS 6.4.3 & 11.6.1 script inventory and tamper detection](/solutions/pci-shield) - [Full client-side security platform](/solutions/client-side-security) - [PCI DSS compliance software: 2026 vendor comparison](/blog/pci-dss-compliance-software) - [How to comply with PCI 6.4.3 and PCI 11.6.1](/blog/how-to-comply-with-pci-6-4-3) - [What is client-side security](/blog/what-is-client-side-security) - [Magecart attacks explained: how web skimming works](/blog/magecart-attacks-explained-web-skimming) - [cside pricing plans](/pricing) ### DomDog Alternative: cside vs DomDog (2026) Source: https://cside.com/compare/domdog-vs-cside ## TL;DR: cside vs DomDog - DomDog is CSP tooling for reporting and violation triage. It only sees what CSP is configured to observe, and it does not analyze payloads or archive attack code. - cside runs in 100% of real user sessions with no sampling, downloads every script to its own infrastructure for server-side analysis, and archives raw attack code. CSP allowlists a domain. cside analyzes what that domain actually serves. - Only need CSP reporting: DomDog. Need real-time payload analysis, script inventory, tamper detection, and QSA evidence: cside. ## What is DomDog? DomDog's founders have a long history and track record in client-side security. All information regarding their product, and their pricing, is fully visible and very easy to find. This is rare with products in our space. Pricing starts at $999 per year, similar to cside. ## How DomDog works DomDog is tailor made for PCI DSS requirements 6.4.3 and 11.6.1 focusing on client-side security. Their set up process requires just a single script to be added to the header tag of your website. This is similar to cside, though the functionality of both scripts very a lot. It seems like they are collecting data, showing the scripts in a dashboard and asking the user to review it. While okay for PCI, it's not the best approach from a security standpoint.  Say a stored XSS script turns malicious, they won't be able to detect it since they don't sit in the flow of the delivery. This approach is often called a JavaScript "Agent". JavaScript Agents operate within the JavaScript layer and can not monitor code outside of it. It scans for which data various scripts are collecting and allows the user to black- or whitelist certain scripts on certain websites or pages. They do use a secondary approach, being a Content Security Policy (CSP). A CSP acts like a firewall which only trusts pre-approved script sources, not their content. Should the source stay the same but the content changes, like in [the biggest client-side attack of 2024 - Polyfill](https://cside.com/blog/the-polyfill-attack-explained) - a CSP won't catch it. We wrote an in depth article on [Why CSP Doesn't Work](https://cside.com/blog/why-csp-doesnt-work) in regards to providing the best client-side security solution: > CSP operates on an allow-list model, which permits resources from trusted domains but cannot block individual scripts or resources from those domains. We could not find a SOC2 or PCI DSS certification. ## How cside goes further DomDog is built to check the PCI DSS 4.0.1 compliance box. cside is built to stop client-side attacks. Compliance follows from real security. DomDog focuses narrowly on requirements 6.4.3 and 11.6.1 with behavioral monitoring that detects changes to scripts and page elements. Detection after delivery means an attacker can exfiltrate data before any alert fires. cside blocks malicious scripts before they execute in the browser. No detection window. Where DomDog monitors for behavioral changes, cside performs payload analysis on our own infrastructure. We download scripts server-side, run detection, and identify malicious intent at the code level. This catches threats that behavioral monitoring alone would miss, especially targeted attacks that only activate under specific conditions (certain geos, time windows, or device types). cside also goes beyond PCI DSS. We help you meet compliance requirements across [HIPAA](/use-cases/compliance/hipaa), [GDPR](/use-cases/compliance/gdpr), and [CPRA](/use-cases/compliance/ccpa-cpra). If your compliance needs extend beyond payment card standards, DomDog doesn't cover that ground. For forensics, cside keeps immutable archives of every script payload with full version history. When auditors ask what happened during an incident, you have the actual attack code and a complete timeline, not a behavioral change log. cside also publishes a public status page at [status.cside.com](https://status.cside.com), a public trust portal at [trust.cside.com](https://trust.cside.com), and a 99.9% uptime SLA, so you can verify our reliability and incident history for yourself. DomDog publishes none of these. **Try cside before you buy.** cside has a free plan, so you can sign up, deploy, and explore the platform yourself, with no sales calls or procurement process. And our support team is one message away whenever you need a hand. [Sign up](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=compare_content) or [book a demo](/book-demo) to get started. ## Related resources - [PCI DSS 6.4.3 & 11.6.1 script inventory and tamper detection](/solutions/pci-shield) - [Full client-side security platform](/solutions/client-side-security) - [PCI DSS compliance software: 2026 vendor comparison](/blog/pci-dss-compliance-software) - [JavaScript security vulnerabilities and CSP evasion](/blog/csp-evasion-resistant-protection-obfuscated-javascript) - [Third-party script monitoring](/blog/script-monitoring) - [What is a supply chain attack: the browser supply chain explained](/blog/what-is-the-browser-supply-chain) - [cside pricing plans](/pricing) ### F5 Client-Side Defense vs cside: PCI 6.4.3 & 11.6.1 Source: https://cside.com/compare/f5-client-side-defense-vs-cside ## TL;DR: cside vs F5 Client-Side Defense - F5 Client-Side Defense monitors browser-side JavaScript and integrates with F5's WAF and bot management. The integration is the appeal. Forensic depth depends on what F5 surfaces, and pricing is enterprise-gated. - cside runs on any CDN with no F5 dependency, in 100% of real user sessions with no sampling. Every script is downloaded for server-side analysis and raw attack code is preserved as QSA evidence. Public pricing, free tier. - Committed to the F5 stack: F5. Want CDN-agnostic deployment, full session coverage, and QSA-grade evidence at a published price: cside. ## What is F5 Client-Side Defense? F5 Distributed Cloud Client-Side Defense protects against browser-side attacks, [Magecart](https://en.wikipedia.org/wiki/Magecart), formjacking, digital skimming, and PII harvesting. The underlying signal and obfuscation technology came from F5's roughly $1B acquisition of Shape Security, which closed in January 2020; CSD as a named capability was introduced in June 2022. It targets large enterprises in financial services, government, telco, retail, and travel that already run F5 infrastructure. F5's enterprise footprint and balance sheet are genuine strengths. Where CSD gets harder to justify is when client-side security is the only thing you need and you aren't already an F5 shop. ## How F5 Client-Side Defense works Per F5's own technical documentation, CSD injects a browser-side JavaScript agent that observes other scripts after they execute, sends telemetry to F5's cloud Analysis Service where machine learning risk-scores the activity, and surfaces alerts in a dashboard. Mitigation is a human "one-click" block of the malicious exfiltration calls. Scripts reach and run in the browser before CSD acts, and CSD's value is tied to deploying through F5's platform. ## How cside goes further cside is a dedicated client-side security product, not a module inside a WAAP suite, and it doesn't care what infrastructure you run. It deploys as a single first-party script with no DNS changes. Rather than risk-scoring activity after the fact, cside monitors what each script actually does in the real browser and performs AI-driven analysis on the script's content. That gives you a concrete view of behavior, and, critically, an immutable forensic record of every payload, so when an auditor or incident-response team asks what happened, you have the actual code and a timeline rather than a score. cside also adds a dedicated fingerprinting product with device fingerprinting, bot detection, and AI agent detection, publishes a public status page at [status.cside.com](https://status.cside.com) and trust portal at [trust.cside.com](https://trust.cside.com), and offers a QSA-validated PCI dashboard and public pricing you can evaluate today. **Try cside before you buy.** cside has a free plan, so you can sign up, deploy, and explore the platform yourself, with no sales calls or procurement process. And our support team is one message away whenever you need a hand. [Sign up](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=compare_content) or [book a demo](/book-demo) to get started. ## Related resources - [PCI DSS 6.4.3 & 11.6.1 script inventory and tamper detection](/solutions/pci-shield) - [Full client-side security platform](/solutions/client-side-security) - [PCI DSS compliance software: 2026 vendor comparison](/blog/pci-dss-compliance-software) - [How to comply with PCI 6.4.3 and PCI 11.6.1](/blog/how-to-comply-with-pci-6-4-3) - [What is client-side security](/blog/what-is-client-side-security) - [Magecart attacks explained: how web skimming works](/blog/magecart-attacks-explained-web-skimming) - [cside pricing plans](/pricing) ### Feroot Alternative: cside vs Feroot (2026) Source: https://cside.com/compare/feroot-vs-cside ## TL;DR: cside vs Feroot - Feroot runs client-side agents that flag behavioral anomalies after scripts have loaded and executed, and samples a fraction of sessions rather than observing all of them. Feroot's own PageGuard configuration sets samplingRate: 0.1, roughly 10% of real user sessions, so about 90% run unmonitored. It tells you what happened, on the sessions it looked at. - cside downloads every script to its own infrastructure for server-side analysis, in real time, from 100% of real user sessions with no sampling. That gap matters most on conditional attacks: a payload served only to one geo, one device class, or logged-in users can sit inside the unsampled majority indefinitely. Every payload is archived for forensics and PCI evidence. - Want a JavaScript-agent behavioral monitor: Feroot. Want more coverage per dollar spent, server-side payload analysis, and forensic-grade QSA evidence: cside. ## User Reviews: Feroot vs cside Here's how real users rated cside and Feroot based on their experience with detection accuracy, support quality, and overall reliability.
Platform cside Feroot
Google Maps ★★★★★ (5/5) ★★☆☆☆ (2.3/5)
G2 ★★★★★ ({{cside.reviews.g2.rating}}) ★★★★☆ (4.6/5)
SourceForge ★★★★★ ({{cside.reviews.sourceforge.rating}}, {{cside.reviews.sourceforge.total}} reviews and ratings shown) No reviews
You can see cside reviews on [Sourceforge](https://sourceforge.net/software/product/cside/) ({{cside.reviews.sourceforge.native}} native SourceForge reviews plus {{cside.reviews.sourceforge.third_party}} additional verified third-party ratings surfaced there, {{cside.reviews.sourceforge.total}} total reviews and ratings) or [G2](https://www.g2.com/products/cside/reviews). > "I'm glad we found their product and it's helped us in meeting PCI compliance goals that previously seemed a bit overwhelming. cside's product was exactly what we were looking for at a fraction of the price that other competitors were offering." - Anonymized Review, Sourceforge > [(Quote from Sourceforge Review of cside)](https://sourceforge.net/software/product/cside/#reviews) ## What is Feroot? Feroot solely competes with cside's [Client-side security solution](/solutions/client-side-security) and [PCI Shield](/solutions/pci-shield). Other services like [VPN detection](/solutions/vpn-detection), AI agent detection and [Privacy Watch](/solutions/privacy-watch) are not in their scope. Feroot was founded to create a client-side security solution protecting dependencies, similar to cside but founded back in 2017. They combine two approaches to deliver their security claims. ## How Feroot works Feroot's offering is split into two products: **“PageGuard”** and “**Inspector”**. ### Feroot PageGuard Their PageGuard page reads: > “PageGuard deploys security permissions and policies to JavaScript-based web applications to continuously protect them from malicious client-side activities, malware, and [third-party scripts](https://developer.mozilla.org/en-US/docs/Web/Performance).” And: > “PageGuard overwrites certain main and core JavaScript code to protect your web application from client-side cyber threats.” It’s clear they largely follow the same approach as most of our [competitors](https://cside.com/compare). They use **permissions and a form on an allow-list where you pre-approve which scripts** are allowed to run on which pages. There are a few problems with this approach. If only the source of the script is checked using an allow-list, it has no clue which code get's served. **PageGuard would not have caught the biggest client-side attack of 2024,** [the Polyfill attack](https://cside.com/blog/the-polyfill-attack-explained). Here a domain changed ownership and suddenly the script code changed. If only the source of the script is checked using an allow-list, it has no clue which code gets served. Solely relying on this is not safe. **PageGuard only monitors a sample of your traffic.** A live Feroot PageGuard configuration we observed sets `samplingRate: 0.1`, meaning PageGuard reports on roughly 10% of real user sessions and leaves about 90% unmonitored (its `pageLoadTrackingSamplingRate` is lower still, at `0.001`). A client-side attack that fires in an unmonitored session is an undetected attack. ![Feroot PageGuard script configuration showing samplingRate set to 0.1, meaning Feroot samples only 10 percent of real user sessions](/images/feroot-pageguard-sampling-rate.webp "Feroot PageGuard samplingRate 0.1: 10% session sampling") ### Feroot Inspector Their "Inspector" deploys synthetic users disguised as honeypot customers, to simulate real user behavior. Inspector’s synthetic users are able to complete real user tasks and are able to identify malicious scripts and unauthorized actions on JavaScript web assets. This is a somewhat similar approach to [Reflectiz](https://cside.com/compare/reflectiz-vs-cside). This is effectively a scanner/crawler that does periodic checks on pages. A crawler can easily be avoided by only serving malicious scripts to residential IP adressess. Based on various parameters, like different user agents, different client-side scripts are served. A crawler on its own can not meet PCI DSS requirements since one of the requirements is implementing 'a mechanism to prevent unauthorized scripts'. ## How cside goes further cside offers a highly flexible approach to client-side security. Whether we monitor **script behaviors client-side** and check the scripts more deeply on our end through **client-side reporting** on our engine, **cside gets the full picture**. It analyzes the served dependencies code in **real-time** helping you prevent unwanted behaviours from causing major business impact. Our approach allows us to not only spot advanced highly targeted attacks and alert on them, cside also makes it possible to block attacks before they touch the user's browser. It also checks the box for **multiple compliance frameworks**, including [PCI DSS 4.0.1](/solutions/pci-shield), [HIPAA](/use-cases/compliance/hipaa), [GDPR](/use-cases/compliance/gdpr), [CPRA](/use-cases/compliance/ccpa-cpra)... We even provide deep forensics, including if an attacker attempts to bypass our detections. We even store data on missed attacks allowing us to **make detections better**. Giving you the control you need in an easy to use format. Dealing with the limitations of browsers, we know this is the most secure way to monitor and protect your dependencies across your entire website. We've spent years in the client-side security space before we started cside. We know the limitations on browsers and invest time contributing to standards bodies to natively supported make security capabilities better and more easy to use.  **Try cside before you buy.** cside has a free plan, so you can sign up, deploy, and explore the platform yourself, with no sales calls or procurement process. And our support team is one message away whenever you need a hand. [Sign up](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=compare_content) or [book a demo](/book-demo) to get started. ## Feroot alternatives: how cside compares If you are evaluating Feroot alternatives for client-side security and PCI DSS 4.0.1 requirements 6.4.3 and 11.6.1, cside is the option built around full coverage rather than sampling. Feroot splits into PageGuard, a browser agent that flags behavior after scripts execute and, in a configuration we observed, samples roughly 10% of sessions, and Inspector, a synthetic-user crawler that a skimmer can evade by serving clean code to non-residential IPs. cside downloads every script to its own infrastructure for server-side analysis across 100% of real user sessions with no sampling, and archives the raw payload as forensic and QSA evidence. Choose cside for full session coverage, server-side payload analysis, and forensic-grade evidence. ## Feroot competitors Feroot competes with client-side security and PCI DSS script-monitoring tools including cside, Jscrambler, Akamai Page Integrity Manager, Imperva, and Cloudflare Client-Side Security. Teams most often shortlist cside when they want 100% session coverage instead of sampling, and archived payloads for QSA review rather than behavioral alerts alone. The reviews and approach sections above compare the two head to head. ## Related resources - [PCI DSS 6.4.3 & 11.6.1 script inventory and tamper detection](/solutions/pci-shield) - [Full client-side security platform](/solutions/client-side-security) - [PCI DSS compliance software: 2026 vendor comparison](/blog/pci-dss-compliance-software) - [How to comply with PCI 6.4.3 and PCI 11.6.1](/blog/how-to-comply-with-pci-6-4-3) - [What is client-side security](/blog/what-is-client-side-security) - [Magecart attacks explained: how web skimming works](/blog/magecart-attacks-explained-web-skimming) - [cside pricing plans](/pricing) ### cside vs Fingerprint Source: https://cside.com/compare/fingerprint-vs-cside ## TL;DR: cside vs Fingerprint - Fingerprint sells a hosted device identification API. Fast and accurate, but it loads from a fingerprint.com origin a filter list or attacker can block, and it stops at the fingerprint. - cside collects from your own first-party JavaScript. No third-party origin to block, no fixed collector to detect. Fingerprinting at 99.7% accuracy across 250+ signals, plus in-session behavior (mouse-movement patterns, scroll behavior, typing cadence), AI agent detection, AI-generated-text detection, and PCI DSS 6.4.3 and 11.6.1 evidence. - Only need a hosted fingerprint API: Fingerprint. Want first-party fingerprinting plus behavioral detection plus browser supply chain compliance: cside. ## Comparison Summary - Both products collect similar device and browser signals to produce a visitor ID. The core fingerprinting capability overlaps. The differences are in what each vendor builds around it. - [Fingerprint](https://fingerprint.com/) has unique offerings around mobile SDKs for Android/iOS/React Native/Flutter and an AI-powered Suspect Score. Fingerprint offers functionality for SMS pumping prevention that cside does not. - cside is the focused alternative with a lower cost ($2/1K API calls) vs Fingerprint's $4/1K API calls. If your problems are ATO, account sharing, or chargeback evidence, cside covers them with unique integrations and observability. - cside also offers browser-layer script monitoring. That means deeper browser tamper detection, [PCI DSS 4.0.1](https://www.pcisecuritystandards.org/document_library/) compliance coverage, and earlier protection against attacks like [web skimming](https://en.wikipedia.org/wiki/Web_skimming) or CSS overlays that phish credentials from users. ## Introduction If you're looking at device fingerprinting vendors, you're probably looking to solve a problem along the lines of: Account takeover, multi-accounting, or malicious AI agents performing abusive actions on your site. The vendor 'Fingerprint' (also known as FingerprintJS) is an established player in this space. [cside](https://cside.com/solutions/device-intelligence) is a competitor in this category. We're an award winning web security platform with a dedicated fingerprinting product. Both tools collect similar signals (IP, canvas, fonts, WebGL, behavioral patterns) to produce a visitor ID. The differences are in what each vendor does beyond that core capability. > *Note from the author: As a disclosure - we built cside, and we acknowledge the bias. This comparison aims to be factually accurate about both products and help you understand when each vendor is the right pick. It's based on publicly available information as well as user reports and we try to update it periodically to keep it current.* ## Comparison Table: cside vs Fingerprint | | cside | Fingerprint | | --- | --- | --- | | **Pricing (entry)** | $99/mo · 50,000 API calls | $99/mo · 20,000 API calls | | **Per-call overage** | $2 per 1,000 calls | $4 per 1,000 calls | | **G2 rating** | {{cside.reviews.g2.rating}} | 4.7 / 5 | | **Device + browser fingerprinting** | ✓ 250+ signals | ✓ 100+ signals | | **Browser tampering detection** | ✓ browser execution layer | ½ fingerprint pipeline only | | **VPN / proxy detection** | ✓ | ✓ | | **AI agent detection** | ✓ behavioral detection | ✓ | | **Raw data via webhook / API** | ✓ | ✓ | | **Pre-made rules for instant alerts** | ✓ | ✓ | | **Block or enforce actions on visitors** | ✓ Cloudflare or server-side | ✓ Cloudflare or server-side | | **Client-side script monitoring** | ✓ separate product, bundleable | ✗ | | **Chargeback evidence (CE 3.0)** | ✓ Chargebacks911 partnership | ✗ no dedicated product | | **Protection against web skimming** | ✓ | ✗ not positioned | | **Mobile SDKs** | ✗ | ✓ Android, iOS, React Native, Flutter | | **Implementation** | Script tag (web only) | Script tag or mobile SDK | ## Fingerprint vs cside: head-to-head comparison ### Free plan cside: - Free forever. Basic fingerprinting signals. 1,000 API calls per month. - Free trial for the full Business plan if you want to test advanced signals before committing. Fingerprint: - Free forever tier with limited signals. - Free trial for Pro Plus. Also maintains FingerprintJS, an open-source library under a BSL license. Source-available for development, not production. ### Pricing cside: - $99/month. Includes 50,000 API calls. - $2 per 1,000 additional calls. - Enterprise: custom quote. Adds chargeback fingerprinting, 90-day data retention, SSO. Fingerprint: - $99/month. Includes 20,000 API calls. - $4 per 1,000 additional calls. - Enterprise: custom quote. The entry price is identical. The included volume and overage rate are not. At scale the gap is material. 500K additional monthly calls costs $1,000 on cside, $2,000 on Fingerprint. ### Signals collected Both platforms collect IP, geolocation, VPN/proxy indicators, behavioral signals (click timing, scroll patterns), device hardware data, and browser environment attributes. The raw signal surface is comparable. #### Coverage on privacy-conscious visitors There is one practical coverage difference. Fingerprint's standard integration loads from `fpjscdn.net` and `c.fingerprint.com`, both on the [EasyPrivacy](https://github.com/easylist/easylist) filter list bundled by default in uBlock Origin, AdGuard, and Brave. Visitors using those tools never run the collector, so Fingerprint produces no signal for them unless you self-host a custom subdomain proxy, a workaround Fingerprint's own docs recommend, and one that then runs into Safari's 7-day cookie cap. cside's collector is not on these privacy filter lists. Both vendors also ship pre-configured rules that turn raw signals into actionable verdicts: impossible travel, device limit breaches, browser tampering indicators, velocity anomalies. You get structured output, not just a data dump. ### Reviews - cside: [{{cside.reviews.g2.rating}} on G2](https://www.g2.com/products/cside/reviews). [{{cside.reviews.sourceforge.rating}} on Sourceforge](https://sourceforge.net/software/product/cside/) ({{cside.reviews.sourceforge.total}} reviews and ratings shown: {{cside.reviews.sourceforge.native}} native SourceForge reviews plus {{cside.reviews.sourceforge.third_party}} verified third-party ratings surfaced there) - Fingerprint: 4.7/5 on G2. ### Implementation Both products install the same way. Add a script tag to your site. Choose self-serve for fast setup or do a guided onboarding through a staging environment for enterprise deployments. Typical time to live: under a day for either vendor. ## Compliance (GDPR, SOC2, ISO27001) If your legal or security team needs to approve new vendors before anything goes live, compliance certifications are going to come up. Here is what you need to know for both products. The most common concern is GDPR. Since fingerprinting collects information about a visitor's device and browser to create an ID, people want to know if that requires consent banners or additional permissions. It does not. Recital 47 of the GDPR specifically names fraud prevention as a valid legitimate interest. Both cside and Fingerprint operate within this framework. ### Fingerprint Exceptions in SOC 2 Both vendors also hold SOC 2 certifications. But not all SOC 2 reports are the same. Fingerprint's report includes more exceptions than cside's, which means there are more areas of their product that the audit did not fully cover. If SOC 2 is part of your vendor checklist, do not stop at "yes, they have it." Ask for the full report from each vendor and have your team compare what is actually in scope. ## When cside is the best fit cside is built for teams whose fraud surface centers on identity abuse in the browser. If your core problems are account-level threats and you want fingerprinting bundled with client-side security from one vendor, cside is the better fit. **cside has a focus on:** - **Account takeover:** Detect when a new device, location, or browser environment appears on an existing account. Flag credential-stuffing attempts by correlating device fingerprints against known session patterns. - **Account sharing:** Identify when a single account is accessed from more devices than your policy allows. Trigger enforcement actions like MFA challenges, device management screens, or upgrade prompts when limits are exceeded. - **Multi-accounting:** Catch users who create multiple accounts from the same device or browser environment. Useful for platforms dealing with bonus abuse, referral fraud, or policy circumvention at scale. ## When Fingerprint is the best fit Fingerprint covers more use cases horizontally. If your needs extend beyond identity abuse into messaging fraud, personalization, or native mobile apps, Fingerprint's breadth is a real advantage. **Fingerprint is uniquely suited for:** - **SMS pumping prevention:** Fingerprint's device signals can identify when automated tools are triggering SMS sends at scale. Useful for platforms that expose phone verification flows to abuse by fraud rings inflating messaging costs. - **Tailoring user experiences based on visitor identity:** Aside from fraud prevention, tailored user experiences can also be enabled by visitor identification. Regional pricing and returning-user flows can be driven by device recognition without requiring login. - **Mobile SDK coverage:** Fingerprint ships native SDKs for Android, iOS, React Native, and Flutter. ## Where cside and Fingerprint fit among anti-fraud tools Both cside and Fingerprint primarily serve as a data capture layer. They run a script in the browser, collect signals (IP, geolocation, canvas rendering, behavioral patterns like click timing and typing velocity), and produce a visitor ID with enrichments. That output feeds anti-fraud workflows. It does not replace them. - Those signals might go to an anti-fraud suite like Sift or SEON that aggregates data from multiple sources into a risk score. - They might feed a dedicated chargeback management tool like Chargebacks911 that plugs into Visa and Mastercard dispute programs and needs device-level evidence to win cases. - Or they might feed your own in-house rules engine: Show an "upgrade plan" screen when a user is sharing their account across too many devices. Trigger a "contact us for a quote" page when competitive scraping is detected on your pricing pages. Force an MFA challenge when a login comes from a new device in a high-risk geography. Neither cside nor Fingerprint replaces a full fraud stack. They provide the browser-level intelligence that the rest of your stack needs to make decisions. ## What is cside? cside is a web security platform that prevents fraud on your website by monitoring the browser runtime. The fingerprinting product collects 250+ signals and focuses on four use cases: account takeover, account sharing, chargeback evidence (CE 3.0 through Chargebacks911), and AI agent detection. The script monitoring product watches every script executing on a page, catching injections, tampering, and skimming attacks that fingerprinting alone does not see. ## What is Fingerprint? Fingerprint is a device identification platform that runs a JavaScript snippet on your site and returns a stable visitor ID plus a set of enrichment signals they call Smart Signals. Those signals cover bot detection, VPN detection, anti-detect browser detection, browser tampering, and incognito mode. ## What cside covers that Fingerprint does not - **Third-party script monitoring:** cside monitors every script executing on your pages. Credential-stuffing injections, session-hijacking payloads from compromised vendors, unauthorized data exfiltration through rogue analytics tags. Fingerprint does not offer script monitoring. cside ships it as a separate product, bundleable with fingerprinting under one vendor. - **Client-side controls to comply with PCI DSS and other frameworks:** cside's script monitoring satisfies PCI DSS 4.0.1 requirements 6.4.3 and 11.6.1 (script inventory and integrity verification on payment pages). It also supports compliance with age restriction laws through VPN detection that identifies users circumventing geographic access controls, and GDPR through visibility into [third-party scripts](https://developer.mozilla.org/en-US/docs/Web/Performance) that leak personal data without consent. Fingerprint is not positioned against any of these compliance frameworks. - **Browser tamper detection scope:** Both vendors detect browser tampering. Fingerprint checks for inconsistencies in the signals their own code collects, detecting anomalies inside the fingerprint pipeline. cside sees one layer out: script monitoring observes the anti-detect plugin or stealth wrapper while it is actively tampering, not only the downstream evidence. Both catch the same attacker in many cases. The difference shows up with novel tooling that statistical models have not learned yet. Looking at the wider market rather than just these two? We keep a survey of [FingerprintJS alternatives](/alternatives/fingerprintjs) that covers the open-source libraries alongside the commercial products. ## Related resources - [AI agent and bot detection platform](/solutions/ai-agent-detection) - [VPN, proxy, and residential-proxy detection](/solutions/vpn-detection) - [What is a laptop farm and how to detect it](/blog/what-is-a-laptop-farm) - [What is device fingerprinting?](/blog/what-is-device-fingerprinting) - [Browser fingerprinting for fraud prevention](/blog/browser-fingerprinting-for-fraud-prevention) - [What is device intelligence?](/blog/what-is-device-intelligence) - [cside pricing plans](/pricing) ### Forter Alternative: cside vs Forter (2026) Source: https://cside.com/compare/forter-vs-cside ## TL;DR: cside vs Forter - Forter is transaction fraud decisioning with chargeback guarantee options for enterprise merchants. Strong at what it does. - cside is not a transaction fraud vendor. It collects device and behavioral signals from your own first-party JavaScript at checkout, capturing the Visa CE 3.0 device continuity evidence Forter does not preserve at the browser layer, plus PCI DSS 6.4.3 and 11.6.1. - Want a transaction fraud guarantee: Forter. cside sits alongside it, not against it. Most enterprise merchants run both. ## Key Points - [Forter](https://www.forter.com/) decides whether to approve or decline a transaction at checkout. cside monitors the browser runtime to produce signals that feed into your anti-fraud workflows. - Both products protect against account takeover and multi-accounting. cside also detects account sharing, which Forter does not. Forter offers dispute representation and a chargeback guarantee, which cside does not. - Pricing and accessibility are very different. cside starts at $99/month with self-serve signup. Forter is an enterprise only product with no public pricing. cside is a better fit for mid-market or small business teams that want a lighter tool with quick implementation. - cside ships a separate client-side security product for [PCI DSS 4.0.1](https://www.pcisecuritystandards.org/document_library/) compliance and payment page protection. Forter does not cover client-side security. ## Introduction ![cside vs Forter key differences comparison](/images/compare/cside-vs-forter-key-differentiation.webp) Forter and cside both help businesses fight fraud but they work at different layers. Forter is a transaction decisioning platform. It sits at checkout, analyzes transaction data and returns a verdict: approve or decline. Forter also offers chargeback representation that helps merchants win chargebacks after a dispute has been made. cside collects signals from your website that feeds into chargeback reduction programs and multiple account fraud prevention use cases. cside sits on your website capturing device fingerprints, behavioral signals, and security signals before a transaction ever happens. Both products help merchants fight against account takeover and fake account creation. Forter recently added features to detect AI agents to combat [AI agent fraud](https://cside.com/blog/how-to-block-ai-agents-on-your-website-guide). cside specializes in AI agent detection and leverages deeper detection capabilities against these new attackers. > *Disclosure from the author: cside is an adjacent competitor of Forter. Many teams use cside in unison with their anti-fraud suite. This comparison aims to be factually accurate about both products. It's based on public information and is updated periodically.* ## Forter vs cside: Pricing & Accessibility | | **cside** | **Forter** | | --- | --- | --- | | **Pricing** | Starts at $99/mo | Not public. Enterprise only. | | **Free tier** | Yes | No | | **Self-serve Onboarding** | Yes. Dashboard can be accessed in minutes. | No. Enterprise sales process required. | | **G2 rating** | 4.8/5 | 4.5/5 | | **Implementation** | Script tag added to your website. Live in under a day. | Payment stack + server side integration + website script. | | **Industries served** | E-commerce, SaaS, FinTech, Crypto, Gambling websites | Heavy focus on e-commerce and online merchants. | | **Public status page & uptime transparency** | Yes. Live status page + 99.9% uptime SLA. | No. | ### Free plan **cside:** Free forever. Basic fingerprinting fraud detection signals. Free trial for the Business plan if you want to test advanced signals. **Forter:** No free tier. Forter offers a free trial for evaluation. ### Pricing **cside:** Starts at $99/month. Estimate pricing on cside's [pricing page](https://cside.com/pricing). Fraud detection signals include impossible travel, VPN/Proxy detection, browser tampering, multi-device access and more. - Enterprise: custom quote. **Forter:** Does not publish pricing. Average enterprise pricing for comparable products is $80,000+/yr with annual contracts. ### Reviews - **cside**: 4.8/5 on [G2](https://www.g2.com/products/cside/reviews). 4.9/5 on [Sourceforge](https://sourceforge.net/software/product/cside/). - **Forter:** 4.5/5 on G2. ### Implementation - **cside:** Self-serve onboarding available with dashboard access in minutes. Add a script tag to your website (similar to analytics tools). Can be live in under a day. Guided onboarding available for enterprise use cases. - **Forter:** Enterprise sales process required. Implementation involves three steps: a payment stack integration, a server-side integration, and a client-side JavaScript tag. Full deployment typically requires engineering resources across payments, backend, and frontend. ## Forter vs cside: Fraud Use Cases | | **cside** | **Forter** | | --- | --- | --- | | **Account Takeover (ATO)** | Yes (credential stuffing, suspicious access detection) | Yes | | **Multi-accounting** | Yes | Yes | | **Account Sharing Detection** | Yes | No | | **Friendly Fraud Chargeback Evidence** | Yes (through partnership with Chargebacks911) | Yes | | **Anti-Scraping** | Yes | No | | **Chargeback Representation** | No | Yes | | **Transaction Decisioning** | No | Yes | | **Client-side script monitoring** | Yes. Core focus. Valid for PCI DSS Requirements 6.4.3 & 11.6.1 | No | This is where the coverage difference becomes clear. Forter and cside look at different data. Forter sees the transaction: card details, order history, identity signals from a cross-merchant network. cside looks at browser signals, device fingerprints, and on page behavior. ### cside Fraud Use Cases: - [**Account takeover**](https://cside.com/use-cases/account-takeover): Detect when a new device, location, or browser environment appears on an existing account. Correlate device fingerprints against known session patterns. - [**Account sharing**](https://cside.com/use-cases/account-sharing): Identify when a single account is accessed from more devices than your policy allows. Trigger enforcement actions like MFA challenges or upgrade prompts. - **Multi-accounting:** Catch users who create multiple accounts from the same device or browser. Useful for bonus abuse, referral fraud, or policy circumvention. - [**Compelling Evidence programs:**](https://cside.com/solutions/chargeback-evidence) Device fingerprints are the strongest evidence piece in Visa CE 3.0 and Mastercard First Party Trust. cside integrates with Chargebacks911 to submit fingerprint data into these programs. cside also has a separate award winning [client-side security product](https://cside.com/solutions/pci-shield) that protects your website from payment page skimming (sometimes referred to as [Magecart](https://cside.com/blog/magecart-attacks-guide-and-prevention-steps)). ### Forter Fraud Use Cases: - **Transaction decisioning:** Every purchase runs through Forter's model before it clears. The output is a binary approve/decline, backed by a chargeback guarantee. If Forter approves a transaction that turns out to be fraudulent, they cover the loss. - **Dispute management:** Forter handles the full chargeback lifecycle after a dispute is filed. They pull Ethoca and Verifi alerts, gather evidence, and submit representments. - **Account protection:** Forter flags fake signups, credential stuffing, and ATO using cross-merchant identity data. Where this diverges from cside: Forter does not detect account sharing (a SaaS and streaming problem more than an ecommerce one), and their signals are consumed internally by the decisioning engine rather than exposed as raw data you can route into your own logic. ## When cside is the best fit - **You want to solve account sharing, multi-accounting, or chargeback evidence without buying a full fraud suite.** For example, a SaaS platform losing revenue to account sharing, or a head of fraud at a mid-market e-commerce company who needs device fingerprints for Visa CE 3.0 but doesn't need transaction decisioning or dispute representation. - **You are a mid-market or small business that wants an accessible tool, not an enterprise platform:** cside has usage based pricing, self-serve signup, and a dashboard in minutes. A head of fraud at a 50-person e-commerce company can pilot test cside to reduce chargebacks within a few weeks before asking for permanent implementation budget. - **You need to move fast on a realistic budget.** cside starts at $99/month with self-serve signup and a free tier. A single engineer can drop in a script tag and have live data the same day. Forter requires an enterprise sales process, a three-step integration across your payment stack, backend, and frontend. ## When Forter is the best fit If your primary goal is to offload fraud liability at checkout and you have the budget for an enterprise platform, Forter is built for that. - **You need end-to-end dispute management, not just prevention:** Your fraud ops team is spending hours gathering evidence and filing representments manually. Forter handles the full lifecycle of chargebacks including evidence gathering and dispute representation. - **Your fraud problem is primarily at the transaction layer:** You're an e-commerce company where the core question is "should we approve this order?" and you want a single platform that covers decisioning, chargebacks, and payment optimization together. ## Forter vs cside: Detection Features | | **cside** | Forter | | --- | --- | --- | | **Coverage** | Website | Website (checkout pages) | | **Device + browser fingerprinting** | Yes (250+ signals) | Yes. Part of decision models but not provided to you. | | **AI agent detection** | Yes (behavioral signals) | Partial | | **Stealth browser detection** | Yes | Partial | | **Custom Rules** | Yes | Limited. Users report difficulty in setting custom rules. | | **Raw data available** | Yes (webhook, API) | Limited | | **Transaction data analysis** | No | Yes | | **Cross-network analysis (data from other merchants)** | No | Yes | ### AI Agent Detection Forter launched "Identity Monitoring for Agentic Commerce" in August 2025 as an addition to its existing fraud suite. Their detection relies on identity signals (user-agent strings, cryptographic hashes) and network signals. Behavioral analysis is mentioned but not described in detail. cside's AI agent detection is a core capability. Detection works across four layers: identity, network, browser environment, and behavioral signals. The behavioral layer is where the approaches diverge most. cside monitors browser artifacts and interaction patterns at the execution level, following the methodology explored in [academic research from University of California researchers](https://cside.com/solutions/ai-agent-detection). cside's deep behavioral analysis follows the same general approach used by other specialized agent detection vendors like DataDome and HUMAN Security. Forter is a transaction fraud platform that added agent detection. cside is a browser runtime monitoring platform where agent detection is a natural extension of what the product already observes. Both vendors recognize that "blocking all bots" is not the right approach in the agentic era. Instead agentic traffic should be categorized and enforced accordingly: - Consumer agents like Perplexity Comet, Claude Computer Use, and OpenAI Operator. They represent legitimate demand through a new channel. - LLM crawlers and model trainers from major AI platforms. - Malicious agents running automated fraud. We broke down some of the exact signals our team looks at in our guide [How to Detect AI Agent Traffic On Your Website](https://cside.com/blog/guide-to-detect-ai-agent-traffic-on-your-website). ### Persistent Visitor ID **cside's** fingerprinting produces a persistent visitor ID that follows a visitor across sessions. You can access that ID through an API or no-code rules builder. This is the foundation for use cases like account sharing detection, multi-accounting, and chargeback evidence. It gives you flexibility for enforcement or custom tuning your own models for fraud detection. **Forter** uses device fingerprinting internally to power its decision models, but does not expose a persistent visitor ID as an API output you can build identity workflows around. ## What is cside? cside is a web security platform that prevents fraud on your website by monitoring the browser runtime. The fingerprinting product collects 250+ signals and focuses on four use cases: account takeover, account sharing, chargeback evidence (CE 3.0 through Chargebacks911), and AI agent detection. The script monitoring product watches every script executing on a page, catching injections, tampering, and skimming attacks that fingerprinting alone does not see. ## What is Forter? Forter is a fraud prevention platform that makes real-time approve/decline decisions at checkout by analyzing transaction data. The platform covers transaction decisioning, dispute management, payment optimization, and account protection. ## What cside covers that Forter does not - **Account sharing detection:** cside's persistent visitor ID tracks how many distinct devices access a single account and flags when usage exceeds your policy. This is primarily a SaaS and streaming problem. Forter's platform is built around ecommerce transactions and does not offer account sharing detection. - **Client-side security:** cside's [script monitoring product](https://cside.com/solutions/pci-shield) watches every script executing on your pages. This catches payment page skimming, formjacking, and malicious code injections that can lead to session hijacking and account takeover. It satisfies PCI DSS 4.0.1 requirements 6.4.3 and 11.6.1. Forter does not offer script monitoring or client-side security coverage. - **Operational transparency:** cside publishes a public status page at [status.cside.com](https://status.cside.com), a public trust portal at [trust.cside.com](https://trust.cside.com), and a 99.9% uptime SLA, so you can verify our reliability and incident history for yourself. Forter publishes compliance attestations but no public status page or uptime SLA. ## Related resources - [AI agent and bot detection platform](/solutions/ai-agent-detection) - [VPN, proxy, and residential-proxy detection](/solutions/vpn-detection) - [What is a laptop farm and how to detect it](/blog/what-is-a-laptop-farm) - [10 best bot detection tools for 2026](/blog/bot-detection-tools) - [How to detect AI agent traffic on your website](/blog/guide-to-detect-ai-agent-traffic-on-your-website) - [Account takeover fraud prevention](/blog/account-takeover-fraud-prevention) - [cside pricing plans](/pricing) ### HUMAN Security Alternative: cside vs HUMAN Security Source: https://cside.com/compare/human-security-vs-cside ## TL;DR: cside vs HUMAN Security - HUMAN is a bot mitigation and ad fraud platform with deep ad-network integrations. It does not cover PCI DSS 6.4.3 or 11.6.1, and its collector is a third-party script an attacker can identify and evade. - cside collects device and behavioral signals from your own first-party JavaScript. No third-party origin to block, no fixed collector to feed. Mouse-movement patterns, scroll behavior, typing cadence, fingerprinting at 99.7% accuracy across 250+ signals, and AI agent detection that catches agents passing HUMAN's IP and browser checks. - Need HUMAN's ad-fraud coverage: HUMAN. Need first-party bot and agent detection plus payment-page compliance: cside. ## Key Points - [HUMAN Security](https://www.humansecurity.com/) monitors automated traffic. cside monitors the browser runtime to produce signals that feed multiple fraud use cases. - cside and HUMAN overlap on specialized AI agent detection. They distinguish consumer agents from malicious agents by looking at identity, network, browser, and behavioral layers. - cside offers more accessible pricing and implementation. cside starts at $99/month with a self service sign up available. HUMAN does not publish pricing publicly, but is reported to cost ~$105k/year for an average contract and requires an enterprise sales process. - HUMAN Security offers protection for your website, APIs and MCPs. cside focuses on your website alone. - User reviews for HUMAN Security report limited capabilities in adjusting rules and that the detection logic is a "black box". cside offers raw data so your team has flexibility to customize enforcement logic or feed your own fraud models. ## Introduction HUMAN Security is an established company in bot detection and online fraud prevention. Originally founded around ad fraud detection the platform has expanded through acquisitions of PerimeterX and clean.io. With a wide portfolio of security products (that have gone through numerous renames along the way) bot detection remains a core pillar and HUMAN has recently moved into the agentic trust space. cside shares a similar view on the growing presence of AI agent website visitors. The overlap between the two tools is specialized monitoring against AI agents. Where they diverge is the use case focus. cside's roots are in client-side web security and its primary lens is "what is happening in this visitor's browser session?". That distinction shapes everything downstream. cside produces behavioral and security signals that feed use cases like account takeover, account sharing, multi-accounting, and chargeback evidence. Modern fraud detection requires specialized AI agent detection. A recent [academic report from the University of California](https://arxiv.org/html/2605.01247v1) demonstrated that fingerprinting (browser artifacts + behavioral signals) was able to identify 7/7 browsing agents, while CloudFlare only identified 1/7. > *Disclosure from the author: cside is a competitor of HUMAN Security. This comparison is meant to be factually accurate about both products so that you can understand when each vendor is the right choice. It's based on public information as well as user reports.* ## HUMAN vs cside: Pricing & Accessibility
cside HUMAN Security
Pricing Starts at $99/mo Not publicly listed. Anonymous reports suggest ~$45K to $105K/yr median.
Free tier Yes No
Self-serve Onboarding Yes. Dashboard can be accessed in minutes. No. Sales process required to access product.
G2 rating {{cside.reviews.g2.rating}} 4.5/5
Mobile SDKs No Yes
Implementation Script tag added to your website Client-side JavaScript only or server side integration
### Free plan **cside:** Free forever. Basic AI agent detection signals. Free trial for the Business plan if you want to test advanced signals. **HUMAN Security:** No free tier. No self-serve access. You need to go through an enterprise sales process to evaluate the product. ### Pricing **cside:** $99/month for 50,000 API calls. Visitor identity signals include AI agent detection as well as other fraud signals like multi-accounting and account takeover. Pricing can be estimated on the [pricing page](https://cside.com/pricing). - $2 per 1,000 additional calls. - Enterprise: custom quote. **HUMAN Security:** Pricing is not listed on their website. Anonymous user reports suggest a median price ranging from $45k/year to $105k/per year. Products like Bot Defender, Account Defender, and Client-Side Defense are licensed separately. ### Reviews - **cside**: {{cside.reviews.g2.rating}} on G2. {{cside.reviews.sourceforge.rating}} on Sourceforge ({{cside.reviews.sourceforge.total}} reviews and ratings shown: {{cside.reviews.sourceforge.native}} native SourceForge reviews plus {{cside.reviews.sourceforge.third_party}} verified third-party ratings surfaced there). - **HUMAN Security:** 4.5/5 on G2. ### Implementation - **cside:** Self-serve onboarding available with dashboard access in minutes. Add a script tag to your website (similar to analytics tools). Can be live in under a day. Guided onboarding available for enterprise use cases. - **HUMAN Security:** Enterprise sales process required. Implementation involves deploying a client-side Sensor (JavaScript tag) and a server-side Enforcer (CDN edge middleware or origin integration). Two components to configure and maintain. ## HUMAN Security vs cside: Fraud Use Cases
cside HUMAN
Client-side script monitoring Yes. Core focus. Valid for PCI DSS Requirements 6.4.3 & 11.6.1. Full site coverage on unlimited domains. Partial. Full visibility restricted to highest pricing plan.
Account Takeover (ATO) Yes Yes
Multi-accounting Yes (Fingerprinting + bot detection) Partial (bot focus)
Account Sharing Detection Yes Partial (bot focus)
Friendly Fraud Chargeback Evidence Yes (through partnership with Chargebacks911) No
Anti-Scraping Yes Yes (core focus)
Ad Fraud No Yes
Credit Card Testing Prevention Yes Yes
This is where the two products serve different needs. HUMAN Security is primarily a block or not engine. It ingests signals, runs them through its models, and returns a verdict: to allow or block. cside collects 250+ detection signals and lets you apply custom logic to them. cside does have pre-made rules templates and integrates with your Edge (e.g. CloudFlare, Amazon Cloudfront) to block malicious visitors, but was built to be customizable for teams that want flexibility. ### cside Fraud Use Cases: - [**Account takeover**](https://cside.com/use-cases/account-takeover)**:** Detect when a new device, location, or browser environment appears on an existing account. Correlate device fingerprints against known session patterns. Build rules tailored to your risk profile, not a vendor's default thresholds. - [**Account sharing**](https://cside.com/use-cases/account-sharing)**:** Identify when a single account is accessed from more devices than your policy allows. Trigger enforcement actions like MFA challenges or upgrade prompts. Set your own device limits per plan tier. - **Multi-accounting:** Catch users who create multiple accounts from the same device or browser. Useful for bonus abuse, referral fraud, or policy circumvention. cside also has a separate award winning [client-side security product](https://cside.com/solutions/pci-shield) that protects your website from user data skimming, formjacking, and code injections for phishing attacks. ### HUMAN Security Fraud Use Cases: - **Account fraud:** Account Defender sits across the login flow and catches automated credential attacks. It also checks passwords against a database of known breached credentials. The strength is stopping bots at the door. - **Ad fraud:** Where HUMAN started. MediaGuard catches invalid traffic across ad campaigns. If ad fraud is a line item on your P&L, this is a capability most bot vendors do not have. - **Scraping:** The core product. 20 trillion interactions per week, per-customer ML models, edge deployment. Purpose-built for high-volume data extraction defense. ## When cside is the best fit - **You want to solve account sharing, multi-accounting, or account takeover beyond bot blocking:** HUMAN Security catches bots. cside catches bots and also exposes a persistent visitor ID and raw signals that you can build anti fraud workflows around. - **You are a mid-market or small business that wants an accessible tool, not an enterprise platform:** Self-serve signup and public pricing at $99/month. A fraud analyst can deploy a script tag and see real signals from production traffic to make a case for permanent budget based on actual data. - **You want to control the logic, not trust a black box:** Multiple HUMAN user reviews describe limited visibility into detection decisions and minimal room for manual adjustment. cside gives you the fingerprinting and behavioral data through API and webhook. Your team can write custom rules. For example - a fintech team may want to weigh device age differently on high value accounts compared to a new account. - **You want a proven solution for PCI DSS Requirements 6.4.3 & 11.6.1:** cside has a dedicated solution that fulfills these requirements and has been validated by VikingCloud as sufficient to meet the mechanism requirements in the 6.4.3 & 11.6.1 mandate. Hundreds of customers have used cside to comply with these requirements confidently. ## When HUMAN Security is the best fit If your primary threat and budget objective is to fight high volume bot attacks across multiple surfaces, HUMAN Security is built for that: - **You are an enterprise dealing with high-volume bot attacks:** Millions of credential stuffing attempts per day, scraping operations running through thousands of rotating proxies, or DDoS traffic targeting your APIs. - **You need bot protection across APIs and MCP infrastructure.** If you have significant traffic through public-facing APIs and MCP servers, HUMAN Security has dedicated protection features. cside is focused on your website. ## HUMAN Security vs cside: Detection Features
cside HUMAN Security
Coverage Website Website, APIs
Device + browser fingerprinting Yes Yes
AI agent detection Yes (behavioral signals) Yes (behavioral signals)
Stealth browser detection Yes Yes
Fingerprint ID & Signals Yes. Provided to you for custom workflows. Yes. Used for internal engine but not provided to you.
Custom Rules Yes Limited. Reviews cite limited adjustment capabilities.
Raw data available Yes (webhook, API) Limited. User reviews cite "black box".
### AI Agent Detection Both cside and HUMAN Security detect AI agents visiting your website. The challenge is that *most* Agentic traffic is not malicious so treating it as a single category creates problems. There are three types of AI agent traffic that need to be handled differently: - Consumer agents like Perplexity Comet, Claude Computer Use, and OpenAI Operator. These are acting on behalf of real customers. Blocking them means blocking demand. - LLM crawlers and model trainers scraping content to feed training datasets. - Malicious agents running automated fraud: credential stuffing, card testing, account creation, or data extraction at scale. Both vendors analyze signals across multiple layers (identity, network, browser environment, behavior) to classify what an agent is and determine its intent. The shared goal is the same: block bad actors without cutting off consumer agents. We explored some of the exact signals our team looks at in our guide [How to Detect AI Agent Traffic On Your Website](https://cside.com/blog/guide-to-detect-ai-agent-traffic-on-your-website). ### Persistent Visitor ID **cside's [fingerprinting](https://cside.com/solutions/device-intelligence)** produces a persistent visitor ID from 250+ signals that follows a visitor across sessions, incognito mode, and cleared storage. You can access that ID through an API or no-code rules builder. This is the foundation for use cases like account sharing detection, multi-accounting, and chargeback evidence. HUMAN Security uses device fingerprinting internally to power its bot detection models, but does not expose a persistent visitor ID as an API output you can build identity workflows around. ## What is cside? cside is a web security platform that prevents fraud on your website by monitoring the browser runtime. The fingerprinting product collects 250+ signals and focuses on four use cases: account takeover, account sharing, chargeback evidence (CE 3.0 through Chargebacks911), and AI agent detection. The script monitoring product watches every script executing on a page, catching injections, tampering, and skimming attacks that fingerprinting alone does not see. ## What is HUMAN Security? HUMAN Security is a bot management and cyberfraud defense platform that detects and blocks automated threats across websites, mobile apps, and APIs. ## What cside covers that HUMAN Security does not - **Account sharing and multi-accounting detection:** cside's persistent visitor ID tracks how many distinct devices access a single account and flags when the same device creates multiple accounts. HUMAN uses device signals internally to power its bot and fraud models, but does not expose a persistent ID you can use to build your own policies with. - **Chargeback evidence for Visa CE 3.0 and Mastercard programs:** cside's device fingerprint data flows directly into dispute workflows through a Chargebacks911 partnership, giving merchants the device-level evidence needed to fight friendly fraud chargebacks. - **Client-side controls to comply with PCI DSS and other frameworks:** HUMAN Security offers coverage for PCI DSS requirements 6.4.3 and 11.6.1 but only gives "full visibility and control" on the highest tier plan. cside fulfills all auditor requirements, provides full visibility, and site wide coverage on unlimited domains at all pricing tiers. cside is easier to implement and independently validated by VikingCloud to fulfill requirements 6.4.3 and 11.6.1. ## Related resources - [AI agent and bot detection platform](/solutions/ai-agent-detection) - [VPN, proxy, and residential-proxy detection](/solutions/vpn-detection) - [What is a laptop farm and how to detect it](/blog/what-is-a-laptop-farm) - [10 best bot detection tools for 2026](/blog/bot-detection-tools) - [How to detect AI agent traffic on your website](/blog/guide-to-detect-ai-agent-traffic-on-your-website) - [Account takeover fraud prevention](/blog/account-takeover-fraud-prevention) - [cside pricing plans](/pricing) ### Imperva Client-Side Protection vs cside (2026) Source: https://cside.com/compare/imperva-client-side-protection-vs-cside ## TL;DR: cside vs Imperva Client-Side Protection - Imperva Client-Side Protection is built for enterprises already running Imperva WAF and DDoS. The integration is the appeal. No public pricing, behavioral-alert based, no independent payload archive. - cside runs on any CDN or WAF, in 100% of real user sessions with no sampling. Every script goes to cside's own infrastructure for server-side analysis and raw attack code is preserved as QSA evidence. Public pricing, free tier. - Deep in Imperva: their add-on is the path of least resistance. Want CDN-agnostic deployment, full session coverage, and forensic evidence without the stack lock-in or the enterprise price tag: cside. ## What is Imperva Client-side Protection? [Imperva Client-Side Protection](https://www.imperva.com/products/client-side-protection/) solely competes with cside's [Client-side security solution](/solutions/client-side-security) and [PCI Shield](/solutions/pci-shield). Other services like [VPN detection](/solutions/vpn-detection), AI agent detection and [Privacy Watch](/solutions/privacy-watch) are not in their scope. Imperva Client-Side Protection helps organizations monitor and control third-party JavaScript on their websites to prevent data leakage and supply chain attacks. It provides visibility into script behavior and supports automated [Content Security Policy](https://developer.mozilla.org/en-US/docs/Web/HTTP/CSP) (CSP) generation to enforce security policies in the browser. ## Is it a good idea to buy a client-side security solution from a firewall vendor? Large security vendors sometimes have a stab at shipping a quick side product. They do this as they know that their buyers are bought into their platform. The easy choice is to simply buy their solution. However, many users notice quickly that these products did not get the attention they needed and often simply do not work or address the requirements. Browsers as an attack surface are totally different from looking at a network packet as firewall. ## How Imperva Client-side Protection works Imperva Client-Side Protection leans heavily on **Content Security Policies (CSP)** to enforce script-level security in the browser. CSPs define which domains are allowed to load scripts, creating a kind of perimeter around "trusted" sources. However, **CSPs only validate the origin of a script, not its content**. The biggest client-side attack of 2024, [the Polyfill attack](https://cside.com/blog/the-polyfill-attack-explained), would not have been caught by a CSP. It also cannot stop malicious behavior embedded in allowed scripts, nor can it detect if content changes within the same URL. CSPs also require ongoing maintenance. As websites integrate new third-party services, the CSP needs to be updated, or it risks breaking functionality. **In addition to CSPs, Imperva uses a browser-based "worker" to observe loaded scripts after the page has finished rendering.** This worker acts similarly to a lightweight crawler, collecting information on first- and [third-party scripts](https://developer.mozilla.org/en-US/docs/Web/Performance) that run in real user sessions. It identifies new or changed scripts, logs their behavior, and uses a domain risk scoring system to flag potentially unsafe code. However, because **the worker runs after page load** it doesn't intercept scripts before they execute. It also doesn't analyze the actual code payload in every unique user session. If a script delivers different content based on cookies, IP addresses, browser fingerprinting, or A/B test variants, the worker may never see the malicious version. Finally, Imperva Client-side Protection requires you to be an existing Imperva user to access Client-side Protection and pricing does not seem to be public. ## How cside goes further Imperva's Client-Side Protection is built around Content Security Policy headers. It manages which domains can serve scripts to your pages. cside goes deeper: we analyze what those scripts actually do. The limitation of any CSP-based approach is that it trusts domains, not code. When a legitimate CDN gets compromised, as happened with the [Polyfill.io attack](/blog/polyfill-more-than-just-a-redirect-attack), CSP rules let the malicious payload through because the domain is on the allowlist. Imperva has no mechanism to catch this class of attack. cside downloads every script and runs payload analysis on our own infrastructure. We detect credential harvesting, data exfiltration, DOM manipulation, and cryptojacking at the code level. If a trusted domain starts serving a skimmer, we catch it before the script reaches the browser. Imperva is primarily a WAF vendor. Client-side protection is one feature in a large enterprise suite, which often means you need an existing Imperva deployment to justify it. cside is purpose-built for client-side security. It's our entire focus. Transparent pricing starting at $99/month, no enterprise bundle required. For [PCI DSS 4.0.1](https://www.pcisecuritystandards.org/document_library/) compliance, cside covers both requirements 6.4.3 and 11.6.1 with immutable payload archives and full audit trails. Imperva's CSP approach addresses basic domain-level controls for 6.4.3 but lacks the script content analysis that 11.6.1 calls for. cside also includes a free CSP reporting endpoint. CSP monitoring is a built-in feature, not a separate line item. **Try cside before you buy.** cside has a free plan, so you can sign up, deploy, and explore the platform yourself, with no sales calls or procurement process. And our support team is one message away whenever you need a hand. [Sign up](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=compare_content) or [book a demo](/book-demo) to get started. ## Related resources - [PCI DSS 6.4.3 & 11.6.1 script inventory and tamper detection](/solutions/pci-shield) - [Full client-side security platform](/solutions/client-side-security) - [PCI DSS compliance software: 2026 vendor comparison](/blog/pci-dss-compliance-software) - [How to comply with PCI 6.4.3 and PCI 11.6.1](/blog/how-to-comply-with-pci-6-4-3) - [What is client-side security](/blog/what-is-client-side-security) - [Magecart attacks explained: how web skimming works](/blog/magecart-attacks-explained-web-skimming) - [cside pricing plans](/pricing) ### IPQualityScore Alternative: cside vs IPQualityScore Source: https://cside.com/compare/ipqualityscore-vs-cside ## TL;DR: cside vs IPQualityScore - IPQS does network-level fraud signals well: IP reputation, VPN and proxy detection, email and phone verification. All server-side, so it cannot see inside the browser. - cside collects from your own first-party JavaScript: fingerprinting at 99.7% accuracy across 250+ signals including IP, geolocation, VPN and proxy, and bot activity, plus in-session behavior, AI agent detection, AI-generated-text detection, and PCI DSS 6.4.3 and 11.6.1 evidence. - Need IP reputation and email or phone scoring server-side: IPQS. cside covers what it cannot reach: the browser, the session, the payment page. ## What is IPQualityScore? IPQualityScore (IPQS) is a fraud-detection and cybersecurity platform that has operated for over a decade. It is best known for a suite of risk-scoring APIs and a set of free lookup tools. The API suite covers proxy/VPN/Tor and IP reputation, email validation (including disposable-email detection), phone validation, device fingerprinting, and malicious-URL and malware scanning, plus specialised solutions for account takeover, chargeback fraud, and click fraud. According to its own materials, IPQS draws on a proprietary honeypot network, large-scale transaction data across thousands of businesses, botnet monitoring, and dark-web scanning to produce risk scores and reputation data. IPQS publishes plan pricing and offers a free plan (1,000 lookups per month at the time of writing) plus self-serve paid tiers, with an Enterprise tier, which unlocks features such as device fingerprinting, available through sales. It states that data shared with its API endpoints is processed under ISO 27001 and SOC 2 Type II standards and that it is GDPR- and CCPA-compliant. ## How IPQualityScore works IPQS is primarily an API-and-score model. Your systems call IPQS endpoints, or embed its JavaScript device tracker and mobile SDKs, and IPQS returns risk scores and reputation data (for example, fraud scores, proxy/VPN flags, and device-fingerprint risk across what it describes as 300+ data points). Your application then decides what to do with those scores. Two things follow from that design that matter for a client-side security buyer. First, the device fingerprint tracker is a JavaScript that, by default, loads from an IPQS-owned domain (`www.ipqscdn.com` or `ipqualityscore.com`), a third-party origin that privacy extensions can target. IPQS does document a custom-domain option that lets you serve the tracking script from a domain you register, which reduces that exposure if you configure it. Second, that tracker is itself a third-party script running on your pages, precisely what PCI DSS 6.4.3 asks merchants to inventory and monitor, and IPQS's public materials don't describe a product for inventorying or tamper-monitoring the scripts on your payment pages. ## How cside fits cside isn't a replacement for the broad fraud-scoring suite IPQS offers, IP, email, phone, and URL scoring are jobs IPQS does and cside doesn't, and we won't pretend otherwise. What cside does is the layer underneath and around the device-signal and script story. On the layer the two share, device, bot, and AI-agent detection, cside collects device and behavioral signals from your own first-party JavaScript, so there's no fixed third-party origin for a filter list to block and no fixed collector for a fraudster to detect and feed. It reads in-session behavior on the live page, mouse-movement patterns, scroll behavior, and typing cadence, alongside device fingerprinting (cside cites 99.7% accuracy across 250+ signals including IP, geolocation, VPN/proxy, and bot activity), with integrated bot and AI agent detection. It also adds a signal IPQS doesn't offer: an AI-generated-text detection engine, pass the contents of a form field (a review, a signup bio, a support message) and cside tells you whether a human or an AI wrote it. There's more on our [bot detection](/solutions/bot-detection) and [AI agent detection](/solutions/ai-agent-detection) pages, and Avneh's posts on [behavioral cursor detection](/blog/catching-bots-by-how-they-move) and [the two-stage neural detection stack](/blog/catching-bots-that-dont-want-to-be-caught) explain the underlying motion and session signals in more detail. **Beyond bot detection,** cside does the thing IPQS doesn't market: it inventories, justifies, and tamper-monitors every script on your payment pages, including device trackers like the IPQS one, to automate [PCI DSS 4.0.1](https://www.pcisecuritystandards.org/document_library/) requirements 6.4.3 and 11.6.1, with QSA-ready reports (VikingCloud-validated and accepted by leading QSAs). It gives you evidence you own, usable in chargeback disputes through our Chargebacks911 integration, deploys via a single first-party script tag, no proxy, no DNS changes, for 100% session visibility at zero added latency, and is SOC 2 Type II, ISO 27001, and GDPR-compliant with a 99.9% uptime SLA and 50+ integrations. Many teams run a fraud-scoring API like IPQS and cside together; if the first-party device-signal layer or PCI script coverage is your gap, that's where cside fits. [Sign up](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=compare_content) or [book a demo](/book-demo) to get started. ## Related resources - [AI agent and bot detection platform](/solutions/ai-agent-detection) - [VPN, proxy, and residential-proxy detection](/solutions/vpn-detection) - [What is a laptop farm and how to detect it](/blog/what-is-a-laptop-farm) - [10 best bot detection tools for 2026](/blog/bot-detection-tools) - [How to detect AI agent traffic on your website](/blog/guide-to-detect-ai-agent-traffic-on-your-website) - [Account takeover fraud prevention](/blog/account-takeover-fraud-prevention) - [cside pricing plans](/pricing) ### cside vs Jscrambler Source: https://cside.com/compare/jscrambler-webpage-integrity-vs-cside ## TL;DR: cside vs Jscrambler - Jscrambler started in JavaScript obfuscation and added webpage integrity later. The monitoring layer relies on periodic scanning and does not preserve raw payloads. No public pricing, no free tier. - cside was built for client-side security and PCI DSS 6.4.3 and 11.6.1 from day one. 100% session visibility with zero sampling, every payload downloaded for server-side analysis, raw attack code archived for QSA review. Transparent pricing, free tier. - Also need JavaScript obfuscation: Jscrambler is worth the combined look. Want a compliance-first platform where the price is on the website and full session coverage comes standard: cside. ## User Reviews: Jscrambler vs cside Here's how real users rated cside and Jscrambler based on their experience with detection accuracy, support quality, and overall reliability.
Platform cside Jscrambler
G2 ★★★★★ ({{cside.reviews.g2.rating}}) ★★★★☆ (4.3/5)
SourceForge ★★★★★ ({{cside.reviews.sourceforge.rating}}, {{cside.reviews.sourceforge.total}} reviews and ratings shown) No reviews
You can see cside reviews on [Sourceforge](https://sourceforge.net/software/product/cside/) ({{cside.reviews.sourceforge.native}} native SourceForge reviews plus {{cside.reviews.sourceforge.third_party}} additional verified third-party ratings surfaced there, {{cside.reviews.sourceforge.total}} total reviews and ratings) or [G2](https://www.g2.com/products/cside/reviews). > "I'm glad we found their product and it's helped us in meeting PCI compliance goals that previously seemed a bit overwhelming. cside's product was exactly what we were looking for at a fraction of the price that other competitors were offering." - Anonymized Review, Sourceforge > [(Quote from Sourceforge Review of cside)](https://sourceforge.net/software/product/cside/#reviews) ## Independent Research Awards In the [2026 Globee® Cybersecurity Awards](https://globeeawards.com/2026-winners-cybersecurity/), independent researchers evaluated vendors in the **Client-Side Security** category. cside was awarded the **Gold Globee® Award** (Best of Category), while Jscrambler received the **Silver Globee® Award**.
Award cside Jscrambler
2026 Globee® Cybersecurity Awards: Client-Side Security 🥇 Gold (Best of Category) 🥈 Silver
## What is Jscrambler Jscrambler solely competes with cside's [Client-side security solution](/solutions/client-side-security) and [PCI Shield](/solutions/pci-shield). Other services like [VPN detection](/solutions/vpn-detection), AI agent detection and [Privacy Watch](/solutions/privacy-watch) are not in their scope. Jscrambler is a cybersecurity tool that protects JavaScript code through obfuscation, runtime protection, and anti-tampering techniques. ## How Jscrambler works Jscrambler's core product centers itself around protecting first-party JavaScript code by transforming it through obfuscation. This makes the code more difficult to reverse-engineer or steal. It's main use is to protect companies scripts with sensitive logic in the frontend such as proprietary algorithms, licensing enforcement, or in-browser app logic. However, JS obfuscation is not a silver bullet. Executions in the browser are still using APIs and executing certain actions which can still be monitored regardless of the obfuscation techniques used. There is also a whole community built around deobfuscation tools. LLM's are increasingly getting better at deobfuscation JavaScript or at the very least contextualizing its actions based on the code itself. Our own product cside uses LLMs in real-time to analyze script contents both obfuscated and deobfuscated to look for malicious patterns. For actual client-side executions Jscrambler offers a feature to lock client-side functionality. Their "code locks" features allow developers to restrict where and when the code can run (e.g., on a specific domain or time window). Their runtime protections aim to detect tampering and debugging, but they are self-contained. This method most crucially places all detections in the browser, making an ideal sandbox for an attacker to develop an attack that circumvents their detection methods or locks. And in the world of JavaScript, there are 100 ways to get from a to b, so bypasses are common and relying solely on client-side detections is unable to fight off the more invested bad actors. Jscrambler can not show you the script contents, because it doesn't track script contents at all. This makes it hard to perform any level of forensics on an attack as bad actors often sample their attacks making it hard or even impossible to obtain the malicious script contents after. ### Not fully protected One of the key issues with the Jscrambler client-side approach is that by design, they don't know what they don't catch. Any attack that successfully avoids their client-side hooks goes unseen and undetected making it much harder to improve detection capabilities and giving no ability to perform forensics. On top of that, the client-side detections run client-side. Making it very easy for a bad actor to find ways to circumvent them. And unfortunately, they do constantly as we explained in our blogpost about [bypass methods used in the wild](/blog/bypass-javascript-agents-csp-and-crawlers-security-testing). Think of playing Minesweeper but with the bombs exposed.
Minesweeper game with bombs exposed
Minesweeper with bombs exposed
Quoted person

"Bad actors that target large brands will try to reverse engineer what security is present. Client-side security suffers especially badly from this if the detections are solely done client-side. The result is simple: it's like playing minesweeper with the bombs exposed. Client-side security can not solely rely on client-side monitoring."

- Simon Wijckmans, CEO, cside

## How cside goes further The cside team has substantial experience in client-side security. Throughout our experiences we identified that bad actors are operating at a level of sophistication that takes the upper hand over some security approaches. **If the reward is high, any gap in a security detection model is an opportunity for a bad actor.** Given browsers specification limitations for client-side security, we've had to get creative which is why we approached client-side security in a unique way. - **Script Method - Easiest:** We check script behaviors in the browser and download the scripts for analysis on cside's infrastructure. We then verify script integrity. Just one script to add to the site, it takes seconds. - **Scan Method - Fastest:** If you can't add a script to the site, cside will scan it. We will use the cside threat intel gathered by thousands of other websites with combined billions of visitors to help secure your site the best you can. The mix of the above brings us closest to full coverage technically possible today. As a nice side piece, with some of the approaches we have taken we were able to make websites faster depending on the scripts on the webpage. Placing a solution in the middle only makes things slower if they are already fully optimized, which is often not the case. With this cside helps companies achieve compliance, whether its security or privacy focussed. cside actively contributes to the W3C in the hopes of creating attention to client-side security. Aiming to make adjustments to the browser specification to allow for fully bulletproof client-side security. cside integrates natively with **Linear and Jira**, so security findings flow directly into your development team's existing ticketing workflows. This means faster response times and no manual ticket creation for script security issues. While Jscrambler offers Jira integration, it does not support Linear. At cside, we capture attacks. If you are reading this blogpost, you are likely a sufficiently high value target for a bad actor to invest some level of mental capacity to inspect how your web security works. It is better to be safe and assume a bad actor will attempt to bypass security solutions you use. So use solutions that think a step ahead. cside also publishes a public status page at [status.cside.com](https://status.cside.com), a public trust portal at [trust.cside.com](https://trust.cside.com), and a 99.9% uptime SLA, so you can verify our reliability and incident history for yourself. Jscrambler's status page at status.jscrambler.com is password-gated, with no publicly accessible uptime or incident history and no published uptime SLA. **Try cside before you buy.** cside has a free plan, so you can sign up, deploy, and explore the platform yourself, with no sales calls or procurement process. And our support team is one message away whenever you need a hand. [Sign up](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=compare_content) or [book a demo](/book-demo) to get started. ## Why teams pick cside over Jscrambler For client-side security and PCI DSS 4.0.1 requirements 6.4.3 and 11.6.1, cside is the compliance-first option. Jscrambler pairs JavaScript obfuscation with a webpage-integrity layer that relies on periodic scanning and in-browser traps, and it publishes no pricing or free tier. cside was built for client-side security from day one: 100% session coverage with no sampling, every script downloaded for server-side analysis, and the raw attack payload archived for QSA review, with transparent pricing from $99/month and a free tier. In the 2026 Globee Cybersecurity Awards for Client-Side Security, cside took Gold (Best of Category) and Jscrambler took Silver. Choose cside if you want a security and compliance-first platform where pricing is public and full coverage is standard. Weighing up the wider market rather than just these two? We keep a survey of [Jscrambler alternatives](/alternatives/jscrambler) that covers seven options and says plainly where something other than cside fits better. ## Related resources - [PCI DSS 6.4.3 & 11.6.1 script inventory and tamper detection](/solutions/pci-shield) - [Full client-side security platform](/solutions/client-side-security) - [PCI DSS compliance software: 2026 vendor comparison](/blog/pci-dss-compliance-software) - [How to comply with PCI 6.4.3 and PCI 11.6.1](/blog/how-to-comply-with-pci-6-4-3) - [What is client-side security](/blog/what-is-client-side-security) - [Magecart attacks explained: how web skimming works](/blog/magecart-attacks-explained-web-skimming) - [cside pricing plans](/pricing) ### otto-js Alternative: cside vs otto-js (2026) Source: https://cside.com/compare/otto-js-vs-cside ## TL;DR: cside vs otto-js - otto-js monitors client-side scripts through a JavaScript-agent architecture, observing behavior after scripts load. A predictable agent from a known origin can be identified and fed a clean script. - cside downloads every script to its own infrastructure for server-side analysis, in real time, from 100% of real user sessions with no sampling. Because cside is embedded in real traffic, it cannot be selectively evaded the way a scheduled agent can. Every payload archived for forensics. - Want a JS-agent monitor: otto-js. Want full session coverage, server-side payload analysis, and forensic-grade QSA evidence at a lower total cost: cside. ## What is otto-js? otto-js, formerly DEVCON, is a client-side JavaScript security platform focused on PCI DSS v4 compliance and malvertising protection. It monitors first-, third-, and Nth-party script behaviour at runtime and markets a one-line integration to automate PCI DSS 6.4.3 and 11.6.1 evidence, alongside SOC 2 and third-party-risk reporting. It targets SMB and mid-market e-commerce teams that need a fast, affordable PCI solution without a dedicated application-security team, and it integrates with GitHub Advanced Security and common e-commerce platforms. Credit where it's due: otto-js publishes its pricing openly (starting around $30/month), which is rare in this space, and it is genuinely a like-for-like client-side tool rather than a checkbox feature bolted onto a larger platform. We don't think price is the right axis to compete on here. ## How otto-js works otto-js deploys a client-side JavaScript agent that observes and analyses scripts as they load and execute in the visitor's browser, surfaces them in a dashboard for review, and offers features marketed as real-time mitigation. It generates [Content Security Policy](https://developer.mozilla.org/en-US/docs/Web/HTTP/CSP) and access-control configurations and integrates runtime vulnerability scanning through GitHub Advanced Security. The honest open question, and the one we'd encourage any buyer to put to both vendors, is about depth and coverage: how complete is each tool's view of what a script actually does across real user sessions, and what can it show you afterwards? That is the question that separates a compliance dashboard from a security tool. ## How cside goes further otto-js is built to satisfy PCI DSS 6.4.3 and 11.6.1. cside is built to stop client-side attacks, with compliance as a by-product of real security. cside monitors every script executing in the real browser and performs AI-driven analysis on the script's actual content, not just a list of which scripts are present. That catches novel and evolving threats, including targeted attacks that only activate under specific conditions such as certain geographies, time windows, or device types. For forensics, cside keeps immutable archives of every script payload with full version history. When an auditor or an incident-response team asks what happened, you have the actual code and a complete timeline, not a behavioural change log. cside also goes beyond client-side script security with a dedicated fingerprinting product: device fingerprinting, bot detection, and AI agent detection, so you can cover both client-side security and visitor identity from one vendor. And cside publishes a public status page at [status.cside.com](https://status.cside.com), a public trust portal at [trust.cside.com](https://trust.cside.com), and a QSA-validated PCI dashboard, so you can verify our claims for yourself. **Try cside before you buy.** cside has a free plan, so you can sign up, deploy, and explore the platform yourself, with no sales calls or procurement process. And our support team is one message away whenever you need a hand. [Sign up](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=compare_content) or [book a demo](/book-demo) to get started. ## Related resources - [PCI DSS 6.4.3 & 11.6.1 script inventory and tamper detection](/solutions/pci-shield) - [Full client-side security platform](/solutions/client-side-security) - [PCI DSS compliance software: 2026 vendor comparison](/blog/pci-dss-compliance-software) - [How to comply with PCI 6.4.3 and PCI 11.6.1](/blog/how-to-comply-with-pci-6-4-3) - [What is client-side security](/blog/what-is-client-side-security) - [Magecart attacks explained: how web skimming works](/blog/magecart-attacks-explained-web-skimming) - [cside pricing plans](/pricing) ### Reflectiz Alternative: cside vs Reflectiz (2026) Source: https://cside.com/compare/reflectiz-vs-cside ## TL;DR: cside vs Reflectiz - Reflectiz is a periodic remote scanner. A cloud crawler visits your pages on a schedule, so coverage is limited to what it happens to see at scan time. If an attacker fingerprints the scanner, they serve it a clean page. - cside runs in 100% of real user sessions with no sampling, downloading every script to its own infrastructure for server-side analysis. A bad actor cannot serve cside a clean script the way they can a scheduled crawler, because cside is inside actual user traffic. Every payload archived. - Site serves static, unconditional content to everyone: a scanner might do, and it will be cheaper. Facing geo-, device-, or account-conditional attacks: cside. ## Quick answer Reflectiz sees what its crawler receives. cside sees script behavior in real user browsers through Script Method and also offers Scan Method as scanner-based fallback coverage. That difference matters because client-side attacks often adapt to the visitor. A crawler from a cloud IP can receive clean JavaScript while a real shopper receives malicious code inside the actual DOM. cside's approach creates optionality: use real-user browser visibility where possible, and use scanning where a script deployment is not possible yet.
Animation showing a crawler receiving a clean website while a real human user receives a malicious version
Animation: a scanner can receive a clean version while a real user receives the malicious version.
## Comparison table
Criteria cside Reflectiz Why it matters What the consequence is
Approach Script Method + Scan Method Remote scanner cside includes scanner-based coverage, but does not depend on scanning alone. Teams get optionality instead of being locked into scanner-only blind spots.
Real-user browser visibility cside runs in the actual DOM of real sessions. A cloud scanner sees only what the page serves to that scanner. A crawler can receive clean code while users receive malicious code.
Scanner evasion resistance Attackers can vary scripts by IP, device, country, user agent, login state, or time. Remote scans can create a false sense of coverage.
[PCI DSS 4.0.1](https://www.pcisecuritystandards.org/document_library/) evidence + SAQ D ½ PCI evidence needs to satisfy assessors and remediation reviews. Self-described reporting may still need independent validation.
SOC 2 Type II Enterprise buyers often require independent operational assurance. Missing SOC 2 Type II can become a procurement blocker.
Public status page & uptime transparency You can independently check live uptime and incident history before and after you buy, instead of first hearing about outages from your own users. Reflectiz publishes no public status page or uptime SLA, so buyers can't independently verify availability.
Browser-side blocking ½ Any browser-side blocking control must run inside the application. Reflectiz accepts the same application-interaction class of risk it criticizes.
Public pricing Public pricing makes budget planning easier. Hidden pricing adds buying uncertainty.
## Why cloud-browser scanning is not the same as DOM visibility A scanner is a browser running somewhere else. In practice, that usually means a headless or automated browser from cloud infrastructure, a known IP range, a predictable user agent, and a session that does not behave like a real shopper. cside's Script Method runs inside the actual page DOM in real user sessions. That is the meaningful difference. It lets cside observe what scripts do when they execute for the user, not only what a crawler was allowed to see during a scheduled scan. This is also why scanner-only claims become weak against modern client-side attacks. Attackers can serve clean scripts to scanner infrastructure and malicious scripts to real users based on IP, geography, device, login state, checkout state, or time window. ## User reviews | Platform | cside | Reflectiz | |---|---|---| | G2 | {{cside.reviews.g2.rating}}, {{cside.reviews.g2.total}} reviews | 4.7/5, 31 reviews | | SourceForge | {{cside.reviews.sourceforge.rating}}, {{cside.reviews.sourceforge.native}} native SourceForge reviews plus {{cside.reviews.sourceforge.third_party}} additional verified third-party ratings surfaced on SourceForge ({{cside.reviews.sourceforge.total}} total reviews and ratings) | 0 native SourceForge reviews. Tooltip aggregates 33 third-party ratings (4.7/5) rather than native SourceForge reviews. | | Gartner Peer Insights | Vendor page with 1 review | 0 reviews and 0 products listed | Checked {{cside.reviews.snapshot_date_long}}. SourceForge's Reflectiz tooltip says 0 native SourceForge reviews and aggregates 33 third-party ratings, which suggests SourceForge is surfacing ratings from other review sites rather than native SourceForge reviews for Reflectiz. ### What Reflectiz users say they dislike Reflectiz scores well overall (4.7/5 on G2), but recurring themes in its own G2 reviews include rudimentary reporting, a cluttered interface, false positives on common payment and tracking providers, and the cost of required training. Verbatim, from "What do you dislike about Reflectiz?" responses on G2: > "I am not convinced that Reflectiz is a game changer. Additionally, I find the reporting to be rather rudimentary." > "Interface is a bit clustered makes it a bit hard to find the key point, also the false positives over popular payment providers / tracking software." > "Product complexity. The software requires training which is an added cost making its affordability limited to established companies and organisations." Sources: [cside on SourceForge](https://sourceforge.net/software/product/cside/), [Reflectiz on SourceForge](https://sourceforge.net/software/product/Reflectiz/), [cside on G2](https://www.g2.com/products/cside/reviews), [Reflectiz on G2](https://www.g2.com/products/reflectiz/reviews), and public Gartner Peer Insights vendor pages. ## Why we are responding Reflectiz has published unusually aggressive claims about cside. We do not know why they started doing that, but the tone is clearly hostile toward a competitor. Security buyers should separate tone from evidence. A vendor that publishes aggressive competitor claims while not publishing SOC 2 Type II, [PCI DSS](https://www.pcisecuritystandards.org/document_library/) SAQ D, or equivalent independent assurance gives buyers a fair reason to ask harder trust questions. ## Corrections to Reflectiz claims | Reflectiz claim | Correction | |---|---| | cside accesses passwords, card numbers, or PII | cside analyzes public script contents and script actions. It does not store user-entered values. | | cside is proxy-only | cside uses Script Method and Scan Method. Script Method does not require DNS or SSL changes. | | cside does not offer scanning | cside offers Scan Method. The difference is that cside treats scanning as one option, not the entire detection model. | | cside takes weeks to deploy | Script Method requires one script tag. Scan Method is available when code changes are not possible. | | cside uses hidden AI prompt injections | cside's Ask AI links are visible, user-initiated URLs with readable prompt text. You can go check this out yourself on the blog. | | cside's blocking breaks applications | Any in-browser control can affect an application, including Reflectiz's own blocking script. | | Cross-origin iframes are a cside blind spot | Same-origin policy applies to every vendor. Third-party payment iframes are outside the merchant's PCI DSS script-management scope, and injected iframe attacks should be handled by detecting the parent script that injected them. | | cside detects fewer scripts | Reflectiz has not published evidence for its 20-50% claim. Scanner visibility and real-user browser visibility are not equivalent. | The dedicated rebuttal is here: [Incorrect claims made by Reflectiz about cside](/blog/incorrect-claims-made-by-reflectiz-about-cside). ## Cross-origin iframes No vendor script on a merchant page can inspect inside a third-party cross-origin iframe such as Stripe Elements, PayPal, or Adyen during a real user session. The browser's same-origin policy prevents it. Reflectiz does not get a special exemption from that browser rule. For PCI DSS, that point is also mostly irrelevant. A third-party payment provider's iframe is the payment provider's scope, not the merchant's script-management scope. PCI DSS 6.4.3 and 11.6.1 focus on scripts on the merchant page, the parent context around the checkout experience. If a malicious iframe appears because another script injected it, the security control belongs one level higher: detect the script that created or controlled the injection. cside monitors parent script behavior and also runs periodic scans. For customer-owned cross-origin iframes, cside can add coverage with an additional script tag. ## Independent assurance cside has been [reviewed and approved by VikingCloud](/blog/vikingcloud-approves-c-sides-security-platform-for-pci-dss-v4-0-1-requirement-6-4-3-and-11-6-1) for PCI DSS 4.0.1 requirements 6.4.3 and 11.6.1. cside also publishes [SOC 2 Type II certification](https://trust.cside.com/) and PCI DSS SAQ D through its Trust Center. Reflectiz did not publish equivalent QSA approval, PCI DSS SAQ D, or SOC 2 Type II certification in the public materials reviewed on May 20, 2026. cside also publishes a public status page at [status.cside.com](https://status.cside.com), a public trust portal at [trust.cside.com](https://trust.cside.com), and a 99.9% uptime SLA, so you can verify our reliability and incident history for yourself. Reflectiz publishes no public status page or uptime SLA. ## Conclusion Reflectiz can help with inventory and periodic review. cside also offers scanning, but combines it with runtime browser-layer detection, payload forensics, PCI evidence, and enterprise assurance. That gives buyers more deployment optionality and stronger real-world coverage. **Try cside before you buy.** cside has a free plan, so you can sign up, deploy, and explore the platform yourself, with no sales calls or procurement process. And our support team is one message away whenever you need a hand. [Sign up](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=compare_content) or [book a demo](/book-demo) to get started. ## Reflectiz alternatives: how cside compares If you are evaluating Reflectiz alternatives for client-side security and PCI DSS 4.0.1 requirements 6.4.3 and 11.6.1, cside is the runtime option that does not depend on a scheduled scanner. Reflectiz runs periodic remote scans from cloud infrastructure, so coverage is limited to what its crawler sees at scan time, and an attacker who fingerprints the scanner can serve it a clean page. cside runs in 100% of real user sessions with no sampling, downloads every script to its own infrastructure for server-side analysis, and archives the raw payload as QSA-grade evidence. And if you want scanner-style coverage too, cside offers a like-for-like agentic crawler that is more intelligent and easier to set up than Reflectiz: it captures script behavior at runtime and maps the entire vendor load chain, including the fourth-party scripts your vendors pull in, powered by threat intelligence gathered across thousands of sites. cside also publishes SOC 2 Type II, PCI DSS SAQ D, VikingCloud QSA validation, public pricing, and a public status page, none of which Reflectiz publishes as of this comparison. cside gives you both real-user browser visibility and a smarter crawler, with payload forensics and independent assurance. ## Reflectiz competitors Reflectiz competes with client-side security and PCI DSS script-monitoring tools including cside, Jscrambler, Akamai Page Integrity Manager, Imperva, Source Defense, and Cloudflare Client-Side Security. Teams most often shortlist cside when they want real-user session coverage instead of scheduled scanning, and archived payloads for QSA review rather than scanner reports alone. The comparison table and reviews above put the two side by side. ## Related resources - [PCI DSS 6.4.3 & 11.6.1 script inventory and tamper detection](/solutions/pci-shield) - [Full client-side security platform](/solutions/client-side-security) - [PCI DSS compliance software: 2026 vendor comparison](/blog/pci-dss-compliance-software) - [How to comply with PCI 6.4.3 and PCI 11.6.1](/blog/how-to-comply-with-pci-6-4-3) - [What is client-side security](/blog/what-is-client-side-security) - [Magecart attacks explained: how web skimming works](/blog/magecart-attacks-explained-web-skimming) - [cside pricing plans](/pricing) ### Report URI Alternative: cside vs Report URI Source: https://cside.com/compare/report-uri-vs-cside ## TL;DR: cside vs Report URI - Report URI ingests browser CSP reports and helps you triage them. Genuinely useful for building a CSP policy. It does not analyze scripts, inventory them, detect tamper events, or preserve payloads. - cside runs in 100% of real user sessions with no sampling, downloads every script for server-side analysis, archives raw payloads, and produces QSA-ready evidence for 6.4.3 and 11.6.1. - Only need CSP violation reporting: Report URI is a solid low-cost option. Need the full 6.4.3 and 11.6.1 evidence pack: cside. ## What is Report URI? Report URI is a reporting platform that collects browser-generated security violation reports and helps teams monitor and fine-tune their web and email security policies. It primarily supports Content Security Policy (CSP) reporting, which is by far the most common use case next to their SMPT email security service. ## How Report URI works Businesses need to configure their HTTP security headers to point to their unique Report URI endpoint. For example, with a Content Security Policy (CSP), they include a report-uri or report-to directive in the header that tells browsers where to send violation data. CSP is almost entirely what Report URI provides. While a commonly used security system, it's often not strong enough to handle client-side attacks. A CSP acts like a firewall which only trusts pre-approved script sources, not their content. Should the source stay the same but the content changes, like in [the biggest client-side attack of 2024 - Polyfill](https://cside.com/blog/the-polyfill-attack-explained?ref=content.cside.com) - a CSP won't catch it. We wrote an in-depth article on [Why CSP Doesn't Work](https://cside.com/blog/why-csp-doesnt-work?ref=content.cside.com) about why CSP alone isn't enough for client-side security: > CSP operates on an allow-list model, which permits resources from trusted domains but cannot block individual scripts or resources from those domains. Report URI doesn't block anything itself. It just receives reports from the browser and gives teams visibility into violations and misconfigurations. It all relies on native browser behavior. Report URI also offers email security. SMTP-TLSRPT is a reporting standard that lets mail servers send reports about email transport encryption issues (i.e. STARTTLS failures). If you're using MTA-STS (Mail Transfer Agent Strict Transport Security), browsers or receiving servers can generate reports about delivery failures or downgrade attacks and send them to a specified endpoint. So just like with CSP for browsers, you add a header (or DNS TXT record) to your mail domain that points to a Report URI endpoint, and it will collect and display those SMTP reports. Report URI also supports other browser reporting mechanisms like Subresource Integrity (SRI) failures, Network Error Logging (NEL), Cross-Origin policies (COOP and COEP), and deprecated feature usage. The most adjacent features to cside would be Report URI **Script Watch**, which tracks the presence and changes of third-party JavaScript on your site, and **Data Watch**, which detects when sensitive form fields may be exposed to third-party code. ## How cside goes further Report URI does one thing well: collecting and visualizing browser-generated security violation reports. But reporting is not protection. cside prevents attacks before they run. When a CSP violation fires, the malicious script has already attempted to execute. Report URI gives you visibility into what your CSP blocked (or failed to block), but it can't analyze script payloads, detect novel threats, or stop attacks that slip past your policy rules. cside works at a different level. We analyze every script's actual code on our infrastructure and block malicious payloads before they reach the browser. Report URI is useful for policy tuning and monitoring. That's why cside includes a free CSP reporting endpoint as a built-in feature. You get everything Report URI offers for CSP violation collection, plus payload analysis, real-time blocking, and forensic archives on top. For teams that need more than visibility, cside provides the prevention layer that Report URI was never designed to be. We keep immutable records of every script version served to users, giving incident response teams and PCI DSS auditors the actual attack code. cside also publishes a public status page at [status.cside.com](https://status.cside.com), a public trust portal at [trust.cside.com](https://trust.cside.com), and a 99.9% uptime SLA, so you can verify our reliability and incident history for yourself. Report URI publishes downloadable compliance documents but no live status page and no published uptime SLA. **Try cside before you buy.** cside has a free plan, so you can sign up, deploy, and explore the platform yourself, with no sales calls or procurement process. And our support team is one message away whenever you need a hand. [Sign up](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=compare_content) or [book a demo](/book-demo) to get started. ## Related resources - [PCI DSS 6.4.3 & 11.6.1 script inventory and tamper detection](/solutions/pci-shield) - [Full client-side security platform](/solutions/client-side-security) - [PCI DSS compliance software: 2026 vendor comparison](/blog/pci-dss-compliance-software) - [JavaScript security vulnerabilities and CSP evasion](/blog/csp-evasion-resistant-protection-obfuscated-javascript) - [Third-party script monitoring](/blog/script-monitoring) - [What is a supply chain attack: the browser supply chain explained](/blog/what-is-the-browser-supply-chain) - [cside pricing plans](/pricing) ### Sardine Alternative: cside vs Sardine (2026) Source: https://cside.com/compare/sardine-vs-cside ## TL;DR: cside vs Sardine - Sardine is a fintech fraud platform with strong KYC and compliance integrations for crypto and neo-banks. Its device signals come through a managed SDK, a known collector a sophisticated fraudster can identify and feed. - cside collects from your own first-party JavaScript. No third-party origin to block, no fixed collector to detect. Mouse-movement patterns, scroll behavior, typing cadence, fingerprinting at 99.7% accuracy across 250+ signals, AI agent detection, plus AI-generated-text detection: pass a review, signup bio, or support message and cside tells you if a human or an AI wrote it. - Fintech needing KYC and transaction fraud coverage: Sardine. cside covers the payment-page scripts and browser-layer signals Sardine cannot see. ## What is Sardine? Sardine is an agentic fraud-prevention, AML-compliance, and transaction-monitoring platform, founded in 2020 (co-founded and led by CEO Soups Ranjan) and headquartered in San Francisco. It unifies device and behavior intelligence, identity verification (KYC/KYB), sanctions and PEP screening, real-time and batch transaction monitoring, case management, and an AI/GenAI investigations layer into one platform, and it returns risk scores and decisions across payment fraud, account takeover, money laundering, and abuse. Per its own site, it serves hundreds of enterprise customers across banking, fintech, e-commerce, and marketplaces, and reports a 4.9/5 rating on G2. It states it is SOC 2 Type II, ISO 27001, PCI DSS, and GDPR compliant via its Trust Center. It is a mature, well-funded, sales-led platform. ## How Sardine works Per Sardine's own developer documentation, a lightweight web JavaScript SDK (plus iOS and Android SDKs) loads Sardine's script in the browser and captures device fingerprint and behavior-biometric signals tied to a session key, while your backend posts payments, sanctions, and AML transaction events to Sardine's server-side APIs. Machine-learning models and a low-code rule builder (Sardine cites hundreds of pre-built fraud and AML rules) then produce risk scores, customer risk ratings, and case workflows, with AI agents to speed investigations. On the device side, Sardine explicitly advertises detection of agentic browser automation, naming OpenAI Operator, Perplexity, BrowserUse, and BrowserBase, alongside headless browsers, bots, and VPN/proxy "piercing." Two things follow from that design that matter for a client-side security buyer. First, the in-browser collector is a vendor-hosted third-party script with a fixed origin, so, like other third-party browser collectors, it can be affected by privacy extensions and filter lists for some visitors (the server-side API signal still flows). Second, that browser SDK is itself an unmonitored third-party script on your pages, precisely what PCI DSS 6.4.3 asks merchants to inventory and watch. Sardine being PCI-compliant as an organization is a separate thing from giving a merchant a tool to satisfy 6.4.3 / 11.6.1, which its site does not describe. ## How cside fits cside isn't a replacement for Sardine's fraud and AML decisioning, and we won't pretend otherwise. If you need transaction monitoring, sanctions screening, KYC/KYB, or case management, that's Sardine's job, not ours. What cside does is the layer underneath and around the device signal. On the layer the two share, device signals, bot, and AI-agent detection, cside collects device and behavioral signals from your own first-party JavaScript, so there's no third-party origin for a filter list to block and no fixed collector for a fraudster to detect and feed. It reads in-session behavior on the live page, mouse-movement patterns, scroll behavior, and typing cadence, alongside device fingerprinting (99.7% accuracy, 250+ signals including IP, geolocation, VPN/proxy, and bot activity), with integrated AI agent detection. It also adds a signal Sardine doesn't offer: an AI-generated-text detection engine, pass the contents of a form field (a review, a signup bio, a support message) and cside tells you whether a human or an AI wrote it. There's more on our [bot detection](/solutions/bot-detection) and [AI agent detection](/solutions/ai-agent-detection) pages, and Avneh's posts on [behavioral cursor detection](/blog/catching-bots-by-how-they-move) and [the two-stage neural detection stack](/blog/catching-bots-that-dont-want-to-be-caught) explain the underlying motion and session signals in more detail. **Beyond bot detection,** cside does the thing Sardine doesn't: it inventories, justifies, and tamper-monitors every script on your payment pages, including collectors like Sardine's, to satisfy [PCI DSS 4.0.1](https://www.pcisecuritystandards.org/document_library/) requirements 6.4.3 and 11.6.1, with QSA-ready reports (VikingCloud-validated) and a single first-party script tag that adds no proxy, no DNS changes, and zero added latency. It also gives you evidence you own, usable in chargeback disputes through our Chargebacks911 integration. Many teams run a fraud and AML platform and cside together; if the first-party device-signal layer or PCI script coverage is your gap, that's where cside fits. [Sign up](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=compare_content) or [book a demo](/book-demo) to get started. ## Related resources - [AI agent and bot detection platform](/solutions/ai-agent-detection) - [VPN, proxy, and residential-proxy detection](/solutions/vpn-detection) - [What is a laptop farm and how to detect it](/blog/what-is-a-laptop-farm) - [10 best bot detection tools for 2026](/blog/bot-detection-tools) - [How to detect AI agent traffic on your website](/blog/guide-to-detect-ai-agent-traffic-on-your-website) - [Account takeover fraud prevention](/blog/account-takeover-fraud-prevention) - [cside pricing plans](/pricing) ### SEON Alternative: cside vs SEON (2026) Source: https://cside.com/compare/seon-vs-cside ## TL;DR: cside vs SEON - SEON is strong on server-side data enrichment: email, phone, IP, social. All of it collected server-side, so it cannot see inside the browser. - cside collects device and behavioral signals from your own first-party JavaScript. No third-party origin to block. Mouse-movement patterns, scroll behavior, typing cadence, fingerprinting at 99.7% accuracy across 250+ signals, AI agent detection, plus AI-generated-text detection SEON does not offer. And PCI DSS 6.4.3 and 11.6.1. - Need server-side data enrichment for fraud scoring: SEON. cside covers the browser layer and payment page its server-side signals cannot reach. ## Key Points - [SEON](https://seon.io/) is a broad anti-fraud and AML compliance platform. cside collects fingerprinting and behavioral signals from your website to feed into anti-fraud workflows. - Both products protect against account takeover and multi-accounting. cside also detects account sharing, which SEON does not. SEON offers KYC verification, AML compliance, and chargeback dispute management, which cside does not. - Pricing and accessibility are very different. cside starts at $99/month with self-serve signup. SEON is an enterprise product starting at $699/month. cside is a better fit for mid-market or small business teams that want a lighter tool with quick implementation. - cside offers a separate client-side security product for PCI DSS requirements 6.4.3 & 11.6.1 that prevents [web skimming](https://en.wikipedia.org/wiki/Web_skimming). SEON does not cover client-side security. ## Introduction ![cside vs SEON key differences comparison](/images/compare/cside-vs-seon-key-differentiation.webp) SEON is a broad anti-fraud command center. It covers device intelligence, digital footprint enrichment, transaction monitoring, KYC, AML compliance, and chargeback case management. Created by founders that saw gaps in fraud management software while they were running a crypto exchange, it is a solid solution for fraud teams that want a single platform to mitigate fraud across multiple different verticals. cside collects fingerprinting and browser signals from your website that feed into fraud workflows. It goes deep on a narrower set of use cases: account takeover, account sharing, [AI agent detection](https://cside.com/solutions/ai-agent-detection), and chargeback evidence for compelling evidence programs. Where the two overlap is [device fingerprinting](https://cside.com/solutions/device-intelligence), [account takeover](https://cside.com/use-cases/account-takeover), and multi-accounting. The difference is that SEON aims to be a command center for enterprises across KYC, AML, transaction scoring, and chargeback management. cside is a more focused solution for teams trying to solve a specific fraud challenge without wanting to buy in to a full platform. > *Disclosure from the author: cside is an adjacent competitor of SEON. Teams can use cside in unison with their anti-fraud suite. This comparison aims to be factually accurate about both products. It's based on public information and is updated periodically.* ## SEON vs cside: Pricing & Accessibility | | **cside** | **SEON** | | --- | --- | --- | | **Pricing** | Starts at $99/mo | Starts at $699/mo | | **Free tier** | Yes | No. Free trial upon request | | **Self-serve Onboarding** | Yes. Dashboard can be accessed in minutes. | No. "Speak with an expert" on all plans. | | **G2 rating** | 4.8/5 | 4.6/5 | | **Implementation** | Script tag added to your website. Live in under a day. | JavaScript SDK + server side integration. | | **Industries served** | E-commerce, SaaS, FinTech, Crypto, Gambling websites | FinTech, Payments, iGaming, Financial Services, Retail | ### Free plan **cside:** Free forever. Basic fingerprinting fraud detection signals. Free trial for the Business plan if you want to test advanced signals. **SEON:** No free tier. SEON offers a free trial on request. ### Pricing **cside:** Starts at $99/month. Estimate pricing on cside's [pricing page](https://cside.com/pricing). Fraud detection signals include impossible travel, VPN/Proxy detection, browser tampering, multi-device access and more. - Enterprise: custom quote. **SEON:** Starts at $699/month for the Starter plan, which does not include case management, AML compliance, or dedicated implementation support. Enterprise pricing is custom and not reported publicly. For comparable enterprise solutions, average pricing is $100k+/yr with annual contracts. ### Reviews - **cside**: 4.8/5 on G2. 4.9/5 on Sourceforge. - **SEON:** 4.6/5 on G2. ### Implementation - **cside:** Self-serve onboarding available with dashboard access in minutes. Add a script tag to your website (similar to analytics tools). Can be live in under a day. Guided onboarding available for enterprise use cases. - **SEON:** Requires adding a JavaScript SDK to your website plus a server-side integration. All plans require an enterprise sales process before you can start. Full deployment across fraud, KYC, and AML modules involves additional configuration. ## SEON vs cside: Fraud Use Cases | | **cside** | SEON | | --- | --- | --- | | **Account Takeover (ATO)** | Yes (credential stuffing, suspicious access detection) | Yes | | **Multi-accounting** | Yes | Yes | | **Account Sharing Detection** | Yes | No | | **Friendly Fraud Chargeback Evidence** | Yes (through integration with Chargebacks911) | Yes (through integration with Chargeflow) | | **Anti-Scraping** | Yes | No | | **Chargeback Representation** | No | Yes (via Chargeflow) | | **Transaction Decisioning** | No | Yes | | **Client-side script monitoring** | Yes. Core focus. Valid for PCI DSS Requirements 6.4.3 & 11.6.1 | No | | **AML Compliance** | No | Yes | | **KYC** | No | Yes | This is where the coverage difference becomes clear. SEON and cside both fingerprint devices, but SEON feeds that data into a broader scoring engine alongside email lookups, phone lookups, transaction history, and identity verification. cside focuses entirely on what is happening in the browser: device fingerprints, behavioral signals, and script execution. You can optionally connect that information to a broader data set by integrating with the rest of your fraud stack. ### cside Fraud Use Cases: - [**Account takeover**](https://cside.com/use-cases/account-takeover)**:** Flag suspicious access when a new device, location, or browser environment logs into an existing account. Match device fingerprints against established session history to catch credential stuffing and unauthorized logins. - [**Account sharing**](https://cside.com/use-cases/account-sharing)**:** Track how many distinct devices access a single account and flag when usage exceeds your policy. Enforce with MFA challenges, upgrade prompts, or session limits. - **Multi-accounting:** Identify users operating multiple accounts from the same device or browser. Stop bonus abuse, referral fraud, and policy circumvention. - [**Compelling Evidence programs:**](https://cside.com/solutions/chargeback-evidence) Device fingerprints are the strongest evidence piece in Visa CE 3.0 and Mastercard First Party Trust. cside integrates with Chargebacks911 to submit fingerprint data into these programs. cside also has a separate award winning [client-side security product](https://cside.com/solutions/pci-shield) that protects your website from payment page skimming (sometimes referred to as [Magecart](https://cside.com/blog/magecart-attacks-guide-and-prevention-steps)). ### SEON Fraud Use Cases: - **Risk score the customer journey:** SEON evaluates risk at registration, login, transaction, and withdrawal. It combines device signals with digital footprint data and transaction history to produce a fraud score. You can auto-approve, auto-decline, or send to manual review. - **KYC and AML compliance:** Document verification, liveness detection, sanctions screening, transaction monitoring, and SAR filing. These are regulatory requirements for fintech and iGaming companies. cside is not a compliance tool and does not cover this ground. - **Account protection:** SEON flags fake signups, credential stuffing, and ATO using a combination of device fingerprinting, behavioral biometrics, and digital footprint signals. ## When cside is the best fit - **You have a specific account fraud problem but don't want to buy into a full platform:** For example - a SaaS company bleeding revenue to account sharing or a mid-market e-commerce team that needs device fingerprints for Visa CE 3.0 but doesn't need KYC, AML compliance, or transaction scoring. cside solves those use cases directly without requiring you to adopt a broader suite. - **You want raw signals and flexibility over a managed risk score:** SEON does offer a robust API that you can access, but cside was built with developer experience and customizability in mind. You get device fingerprints, behavioral risk scores, and a persistent visitor ID through an API and webhooks. You decide what to do with them. Build your own rules, feed them into your existing fraud stack, or use cside's premade templates. - **You want to get live fast without a complicated sales process:** cside has self-serve signup, usage-based pricing starting at $99/month, and a free tier. A fraud analyst can add a script tag (similar to adding an analytics tag) and access the dashboard the same day. You can set rules immediately for alerts and then layer in enforcement when you feel confident. ## When SEON is the best fit If you need a single platform that covers fraud, identity verification, and compliance under one roof, SEON is built for that. - **You need fraud prevention and AML compliance in the same tool:** Your team manages both fraud detection and regulatory obligations like sanctions screening, transaction monitoring, and SAR filing. SEON consolidates these into one platform with shared case management. - **You want full lifecycle chargeback management:** Your team is spending hours manually gathering evidence and filing disputes. SEON's chargeback management automates evidence collection and representation submission after a dispute is filed. cside operates earlier in the chargeback lifecycle, preventing chargebacks from being recorded through compelling evidence programs or by stopping fraudulent chargebacks from credit card testing and account takeover. ## SEON vs cside: Detection Features | | **cside** | SEON | | --- | --- | --- | | **Coverage** | Website | Website + mobile apps | | **Device + browser fingerprinting** | Yes (250+ signals). | Yes. | | **AI agent detection** | Yes (behavioral signals) | Basic. Single flag: potential_ai_agent. | | **Stealth browser detection** | Yes | Partial | | **Custom Rules** | Yes. Unlimited. | 50 on Starter. Unlimited on Premium. | | **Raw data available** | Yes (webhook, API). Focused on fingerprinting, browser artifacts, and behavioral signals. | Yes. Broad signal mix spanning transaction data, account data, and basic fingerprinting data. | | **Transaction data analysis** | No | Yes | | **Digital footprint enrichment** | No | Yes | ### AI Agent Detection AI agents are amplifying fraud vectors that already existed: account creation at scale, credential stuffing, bonus abuse, and card testing. Both SEON and cside recognize that AI agent traffic needs to be identified, but the depth of detection differs significantly. SEON's device intelligence includes a *potential_ai_agent* flag that fires when automated or non-human interaction patterns are detected. Their documentation also references flags for device farms, emulators, and remote access tools. But the methodology behind the AI agent flag is not described in detail, there is no public documentation on what behavioral signals are analyzed, and it is unclear whether SEON categorizes different types of AI agents or simply returns a binary result. cside's AI agent detection is a core capability. Detection works across four layers: identity, network, browser environment, and behavioral signals. The behavioral layer is where the approaches diverge most. cside monitors browser artifacts and interaction patterns at the execution level, following a proven methodology explored in [academic research from University of California researchers](https://cside.com/solutions/ai-agent-detection). Both vendors recognize that "blocking all bots" is not the right approach in the agentic era. Agentic traffic should be categorized and enforced accordingly: - Consumer agents like Perplexity Comet, Claude Computer Use, and OpenAI Operator. They represent legitimate demand through a new channel. - LLM crawlers and model trainers from major AI platforms. - Malicious agents running automated fraud. cside categorizes agents into these distinct types so you can enforce different policies for each. We broke down why blocking crawlers (e.g. robots.txt) is not enough in our guide: [How to Block Fraudulent AI Agents on Your Website](https://cside.com/blog/how-to-block-ai-agents-on-your-website-guide). ## What is cside? cside is a web security platform that prevents fraud on your website by monitoring the browser runtime. The fingerprinting product collects 250+ signals and focuses on four use cases: account takeover, account sharing, chargeback evidence (CE 3.0 through Chargebacks911), and AI agent detection. The script monitoring product watches every script executing on a page, catching injections, tampering, and skimming attacks that fingerprinting alone does not see. ## What is SEON? SEON is an anti-fraud and AML compliance platform. They combine device fingerprinting, digital footprint enrichment (email and phone lookups against 300+ social platforms), transaction monitoring, KYC verification, and AML compliance into a single command center. ## What cside covers that SEON does not - **Account sharing detection:** cside tracks how many distinct devices access a single account and flags when usage exceeds your policy. This is primarily a SaaS and media streaming problem rather than an e-commerce problem. - **Client-side security:** cside's [script monitoring product](https://cside.com/solutions/pci-shield) watches every script executing on your website, catching web skimming, formjacking, and malicious code injections. It satisfies [PCI DSS 4.0.1](https://www.pcisecuritystandards.org/document_library/) requirements 6.4.3 and 11.6.1. SEON does not offer client-side security or script monitoring. ## SEON alternatives: how cside compares If you are evaluating SEON alternatives, cside is the focused option for teams that do not need a full anti-fraud suite. Both fingerprint devices and detect account takeover and multi-accounting. cside adds account sharing detection, deep AI agent categorization, chargeback evidence for Visa CE 3.0, and client-side script monitoring for PCI DSS 4.0.1 requirements 6.4.3 and 11.6.1. The practical split: choose SEON when you need fraud plus regulatory compliance in one platform, choose cside when you want browser-layer fraud signals you can deploy the same day. ## SEON competitors SEON competes with fraud and risk platforms such as Sift, Signifyd, and Riskified, and with focused signal layers like cside. Most teams shortlist cside when the priority is device fingerprinting, account fraud detection, or chargeback evidence rather than a full KYC, AML, and transaction-monitoring suite. The fraud use cases table above shows where coverage overlaps and where it does not. ## SEON pricing vs cside SEON starts at $699/month for the Starter plan (2,500 API calls, no case management or AML compliance), and enterprise pricing is custom and not published. cside starts at $99/month with a free tier and self-serve signup, so a fraud analyst can add a script tag and access the dashboard the same day. Both SEON plans require a sales conversation before you can start. The pricing and accessibility table above breaks down the difference. ## Related resources - [AI agent and bot detection platform](/solutions/ai-agent-detection) - [VPN, proxy, and residential-proxy detection](/solutions/vpn-detection) - [What is a laptop farm and how to detect it](/blog/what-is-a-laptop-farm) - [10 best bot detection tools for 2026](/blog/bot-detection-tools) - [How to detect AI agent traffic on your website](/blog/guide-to-detect-ai-agent-traffic-on-your-website) - [Account takeover fraud prevention](/blog/account-takeover-fraud-prevention) - [cside pricing plans](/pricing) ### Sift Alternative: cside vs Sift (2026) Source: https://cside.com/compare/sift-vs-cside ## TL;DR: cside vs Sift - Sift is mature ML fraud decisioning with one of the largest fraud graphs in the industry. Its signals are predominantly server-side: transactions, identity events, network attributes. - cside collects device and behavioral signals from your own first-party JavaScript at the browser layer, capturing the Visa CE 3.0 device continuity evidence Sift's model does not surface, plus AI agent detection, AI-generated-text detection, and PCI DSS 6.4.3 and 11.6.1. - Want ML-based fraud scoring on transactions and identity: Sift. cside covers the browser layer and device evidence it does not produce. Most teams run both. ## What is Sift? Sift is an AI-powered, score-based fraud-decisioning platform covering payment fraud, account takeover, content abuse, and dispute management, founded in 2011 in San Francisco. It consumes client-side signals through a third-party JavaScript collector and business events through a server-side API, then returns a 0-100 risk score per abuse type; the customer owns the decision and the loss. It's a mature product with strong, well-established G2 ratings and a large customer base in marketplaces, fintech, and on-demand commerce. ## How Sift works Sift's browser snippet (`cdn.sift.com/s.js`, a global `window._sift` object, and a long-lived `__ssid` cookie) plus mobile SDKs collect device and behavioural signals; your backend posts events to Sift's Events API; machine learning returns a score, and Workflows route accept / block / review decisions that you feed back for training. Two things follow from that design that matter for a client-side security buyer. First, the collector is a third-party script with a fixed, well-known origin, it sits on the EasyPrivacy filter list and is blocked by default in common ad blockers, so the browser-collected signal degrades for privacy-conscious users (the server-side Events API signal still flows). Second, that collector is itself an unmonitored third-party script on your pages, precisely what PCI DSS 6.4.3 asks merchants to inventory and watch. ## How cside fits cside isn't a replacement for Sift's fraud decisioning, and we won't pretend otherwise. What cside does is the layer underneath and around it. cside collects device and behavioural signals from your own first-party JavaScript, so there's no third-party origin for a filter list to block and no fixed collector for a fraudster to detect and feed. It produces device fingerprinting with bot and AI agent detection, and it gives you evidence you own, usable in chargeback disputes through our Chargebacks911 integration. And cside does the thing Sift doesn't: it inventories, justifies, and tamper-monitors every script on your payment pages, including collectors like Sift's, to satisfy PCI DSS 6.4.3 and 11.6.1, with a QSA-validated dashboard and immutable payload archives. Many teams run a decisioning platform and cside together; if the device-signal layer or PCI script coverage is your gap, that's where cside fits. [Sign up](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=compare_content) or [book a demo](/book-demo) to get started. ## Related resources - [AI agent and bot detection platform](/solutions/ai-agent-detection) - [VPN, proxy, and residential-proxy detection](/solutions/vpn-detection) - [What is a laptop farm and how to detect it](/blog/what-is-a-laptop-farm) - [10 best bot detection tools for 2026](/blog/bot-detection-tools) - [How to detect AI agent traffic on your website](/blog/guide-to-detect-ai-agent-traffic-on-your-website) - [Account takeover fraud prevention](/blog/account-takeover-fraud-prevention) - [cside pricing plans](/pricing) ### Source Defense Alternative: cside vs Source Defense Source: https://cside.com/compare/source-defense-vs-cside ## TL;DR: cside vs Source Defense - Source Defense targets enterprise merchants with client-side script security through behavioral controls and isolation. Credible product, but no public pricing and no free tier. - cside runs in 100% of real user sessions with no sampling, downloads every script to its own infrastructure for server-side analysis, and preserves raw attack payloads as QSA-grade evidence. Transparent pricing, free tier. - Large enterprise already running an RFP: put cside on the shortlist. Want to prove it on a free tier before signing anything, at a fraction of the enterprise spend: cside. ## What is Source Defense Source Defense specializes in client-side website security. They were founded in 2014 and, in their own words, built Source Defense with simplicity in mind. ## How Source Defense Page Protect works Source Defense offers two methods: ### "Source Defense Detect" - Crawler based Source Defense Detect is a crawler that mimics a user visiting the same page, fetching the 3rd-party scripts that load. Crawlers can simulate user sessions, but they're not actual users, and that difference matters: they don't capture the precise payload a real visitor receives during their browser session. Most 3rd-party scripts use logic that adapts the response based on context. Location, device, time, and more. Crawlers are **only one specific combination** of this, so are unable to capture this correctly. They can mimic some types of users, but not to the fullest extent. Attackers can spot these crawlers fairly easily and simply serve the unaltered script. The logic is simple: "if the request comes from a cloud provider, serve a clean script." Vendors that rely solely on crawlers typically need to buy extra intelligence from 3rd-parties. At cside, we also offer a crawler for situations where our script-based monitoring is not possible (niche cases), but with a major advantage: it's powered by threat data we continuously gather from every site using our on-site monitoring. This doesn't guarantee prevention, but it dramatically increases the chances of catching real-world threats compared to a crawler that depends on outside feeds. A crawler on its own cannot make you [PCI DSS 4.0.1](https://www.pcisecuritystandards.org/document_library/) (requirements 6.4.3 and 11.6.1) compliant. [Read more on that here](https://cside.com/blog/why-crawlers-cant-help-with-pci-compliance-alone). We combine it with our other solutions to help you achieve PCI DSS compliance. ### "Source Defense Protect" - JS Agent based Source Defense also offers a JavaScript agent. Agent-based approaches can make for a helpful dashboard with interesting information about scripts, but they are not unbreakable and have a few issues by design. JS agents are trigger-based. Anything that doesn't trigger is considered good, which creates a dangerous blind spot: they don't know what they didn't catch. These triggers are defined in the browser, where a bad actor can easily find out what behavior they are tracking. A bit like playing minesweeper, but the bombs are exposed. Source Defense uses their script to create a client-side sandbox, but the problem with that approach is up to 100ms latency. Another issue is that agent scripts rely on the same browser environment as the attacker. If a malicious script is already running, it can override core functions like fetch. When the JS agent tries to send an alert, the attacker can intercept or redirect that request. From the outside, it looks like everything's working. But the alert never reaches its destination. The detection was triggered, but the signal was cut off before it left the browser. This bypass method can be prevented and connections can be protected, but we haven't seen any client-side security solution that is agent-based adopt it. We detailed [that concept here](/blog/bypass-javascript-agents-csp-and-crawlers-security-testing). Agents can show interesting information, but a bad actor can work around them. There's also a common perception that they slow sites down. That can be true, depending on how the script works. We decided not to rely purely on the agent method, since trying to detect threats at the same level as the attacker performing them doesn't work reliably. Most importantly, Source Defense cannot show you the script contents, which makes forensics harder and limits your ability to improve detections. ## How cside goes further Source Defense takes a sandboxing approach, isolating [third-party scripts](https://developer.mozilla.org/en-US/docs/Web/Performance) to limit what they can access on the page. The idea is sound, but sandboxing alone has limits. Attackers who find a way around the sandbox constraints still have access to the user's session. cside analyzes scripts before they reach the browser, so malicious code is blocked entirely. Source Defense's per-script permission model requires ongoing configuration as your site evolves. New scripts, updated dependencies, and changing third-party integrations all need policy updates. With cside, protection is automatic. Our engine learns what scripts are supposed to do and flags deviations. No manual rule writing. For forensics, Source Defense provides behavioral alerts when sandbox boundaries are crossed. cside captures the actual malicious payload: the full script code that triggered the detection, preserved in an immutable archive. When your incident response team needs to understand how an attack worked, or when a QSA auditor asks for evidence, you have the source code. cside also publishes a public status page at [status.cside.com](https://status.cside.com), a public trust portal at [trust.cside.com](https://trust.cside.com), and a 99.9% uptime SLA, so you can verify our reliability and incident history for yourself. Source Defense maintains a public changelog but no status page or uptime SLA. cside offers two deployment options: - Script Method: Add one script to your site. We monitor behaviors client-side and analyze scripts server-side. Takes seconds to deploy. - Scan Method: If you can't add a script, cside scans your site using threat intelligence gathered from thousands of websites with billions of combined visitors. cside actively contributes to the W3C to improve browser-native security specifications, and integrates natively with Linear and Jira so security findings flow directly into your development workflows. **Try cside before you buy.** cside has a free plan, so you can sign up, deploy, and explore the platform yourself, with no sales calls or procurement process. And our support team is one message away whenever you need a hand. [Sign up](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=compare_content) or [book a demo](/book-demo) to get started. ## Source Defense alternatives: how cside compares If you are looking for a Source Defense alternative for client-side security and PCI DSS 4.0.1 requirements 6.4.3 and 11.6.1, cside is the option built around real-user visibility and forensic evidence. Source Defense pairs a crawler (Detect) with an in-browser JavaScript agent and sandbox (Protect), which adds up to 100ms of latency, keeps detection in the browser where an attacker can study it, and does not expose the script contents for forensics. It publishes no pricing and no free tier. cside runs in 100% of real user sessions with no sampling, analyzes every script server-side where an attacker cannot see or bypass the detection, and preserves the raw payload as QSA-grade evidence, with transparent pricing and a free tier. Choose Source Defense if you want an isolation and sandboxing model; choose cside for server-side analysis, payload forensics, and a free tier to prove it first. ## Source Defense competitors Source Defense competes with client-side security and PCI DSS script-monitoring tools including cside, Jscrambler, Akamai Page Integrity Manager, Imperva, Reflectiz, and Cloudflare Client-Side Security. Teams most often shortlist cside when they want server-side payload analysis instead of an in-browser agent, and public pricing with a free tier instead of an enterprise-only sales process. The methods and forensics sections above compare the two directly. ## Related resources - [PCI DSS 6.4.3 & 11.6.1 script inventory and tamper detection](/solutions/pci-shield) - [Full client-side security platform](/solutions/client-side-security) - [PCI DSS compliance software: 2026 vendor comparison](/blog/pci-dss-compliance-software) - [How to comply with PCI 6.4.3 and PCI 11.6.1](/blog/how-to-comply-with-pci-6-4-3) - [What is client-side security](/blog/what-is-client-side-security) - [Magecart attacks explained: how web skimming works](/blog/magecart-attacks-explained-web-skimming) - [cside pricing plans](/pricing) ### ThumbmarkJS Alternative: cside vs ThumbmarkJS Source: https://cside.com/compare/thumbmarkjs-vs-cside ## TL;DR: cside vs ThumbmarkJS - ThumbmarkJS is an open-source fingerprint library. Free, self-hosted, full code ownership. No behavioral layer, no bot or agent detection, no compliance output, no support. You get a raw signal and the job of interpreting it. - cside is a hosted first-party platform: fingerprinting at 99.7% accuracy across 250+ signals, in-session behavior (mouse-movement patterns, scroll behavior, typing cadence), AI agent detection, AI-generated-text detection, and QSA-ready 6.4.3 and 11.6.1 evidence. - Want full code ownership and have the engineering capacity: ThumbmarkJS. Want a managed platform with behavioral signals, compliance evidence, and support: cside. ## Comparison Summary - Both produce a visitor ID from device and browser signals. The core fingerprinting capability overlaps. The differences are in licensing, price, and what each vendor builds around the fingerprint. - [ThumbmarkJS](https://www.thumbmarkjs.com/) leads on cost and openness. The library is free and MIT-licensed (self-hostable, ~80% uniqueness), and the commercial API starts at €15/month for 15,000 calls with a free tier. If you just need a cheap or self-hosted visitor ID, ThumbmarkJS is hard to beat on price. - cside is the platform option. Fingerprinting is one product; browser-layer script monitoring is another, and the two bundle under one vendor. That brings [PCI DSS 4.0.1](https://www.pcisecuritystandards.org/document_library/) compliance coverage, chargeback evidence (CE 3.0), AI agent detection, and protection against attacks like [web skimming](https://en.wikipedia.org/wiki/Web_skimming). - The honest split: pick ThumbmarkJS when fingerprinting is the whole job and budget matters. Pick cside when fingerprinting is part of a broader fraud or client-side security problem and you want it solved from one place. ## Introduction If you're evaluating ThumbmarkJS, you're probably looking to identify returning visitors, detect bots, or stop fraud, and you've found a fast-growing, developer-friendly FingerprintJS alternative. ThumbmarkJS comes in two forms: a free open-source library, and a commercial cloud API at [thumbmarkjs.com](https://www.thumbmarkjs.com) that adds server-side signals and higher accuracy. [cside](https://cside.com/solutions/device-intelligence) is a competitor in this category. We're an award winning web security platform with a dedicated fingerprinting product. Both tools collect similar signals (IP, canvas, fonts, WebGL, audio, behavioral patterns) to produce a visitor ID. The differences are in licensing, pricing, and what each vendor does beyond that core capability. > *Note from the author: As a disclosure - we built cside, and we acknowledge the bias. This comparison aims to be factually accurate about both products and help you understand when each vendor is the right pick. It's based on publicly available information as well as user reports and we try to update it periodically to keep it current.* ## Comparison Table: cside vs ThumbmarkJS | | cside | ThumbmarkJS | | --- | --- | --- | | **Pricing (entry)** | $99/mo · 50,000 API calls | Free library · API from €15/mo · 15,000 calls | | **Per-call overage** | $2 per 1,000 calls | ~€1 per 1,000 calls | | **Open-source library** | ✗ | ✓ MIT license, self-hostable | | **Device + browser fingerprinting** | ✓ 250+ signals | ✓ | | **Uniqueness / accuracy** | ✓ | ✓ ~80% library, 99%+ API | | **Browser tampering detection** | ✓ browser execution layer | ½ fingerprint pipeline only | | **VPN / proxy detection** | ✓ | ✓ VPN + datacenter (API) | | **AI agent detection** | ✓ behavioral detection | ½ bot detection (API) | | **Raw data via webhook / API** | ✓ | ✓ webhooks on Pro+ | | **Pre-made rules for instant alerts** | ✓ | ½ threat level score | | **Block or enforce actions on visitors** | ✓ Cloudflare or server-side | ✗ build your own | | **Client-side script monitoring** | ✓ separate product, bundleable | ✗ | | **PCI DSS 4.0.1 controls** | ✓ requirements 6.4.3 & 11.6.1 | ✗ | | **Chargeback evidence (CE 3.0)** | ✓ Chargebacks911 partnership | ✗ | | **Protection against web skimming** | ✓ | ✗ | | **Mobile SDKs** | ✗ | ✗ | | **Implementation** | Script tag (web only) | NPM / CDN script (web only) | ## ThumbmarkJS vs cside: head-to-head comparison ### Free plan and open source ThumbmarkJS: - The ThumbmarkJS library is free and open source under an MIT license, usable in commercial projects. It runs entirely in the browser, so you can self-host with no per-call cost. - The commercial API has a free tier: 1,000 calls per month with the advanced fingerprint, visitor ID, bot detection, VPN and datacenter detection, threat level, and country detection. cside: - Free forever. Basic fingerprinting signals. 1,000 API calls per month. - Free trial for the full Business plan if you want to test advanced signals before committing. The open-source library is the clearest point in ThumbmarkJS's favor. If you want code you can read, fork, and run yourself with no vendor dependency, cside does not offer an equivalent. ### Pricing ThumbmarkJS: - Library: free (MIT). - API Free tier: 1,000 calls/month, overage around €1 per 1,000 calls. - API Pro: €15/month, includes 15,000 calls, plus webhooks and custom domain. - Enterprise: custom quote with volume discounts, custom SLAs, and a DPA. cside: - $99/month. Includes 50,000 API calls. - $2 per 1,000 additional calls. - Enterprise: custom quote. Adds chargeback fingerprinting, 90-day data retention, SSO. On raw fingerprinting cost, ThumbmarkJS is the cheaper option, especially at low volume. cside's entry price reflects a wider platform: script monitoring, compliance controls, and chargeback evidence are part of what you're paying for, not just a visitor ID. ### Signals collected Both collect a broad client-side signal set: canvas, audio, WebGL and GPU data, fonts, hardware details, languages, timezone, screen and media queries, plugins and permissions, and WebRTC. ThumbmarkJS's commercial API adds server-side signals (TLS handshake, HTTP headers, connection data) to push uniqueness past 99%. cside collects 250+ signals including IP, geolocation, VPN/proxy indicators, and behavioral patterns like click timing and scroll velocity. The difference is what happens to those signals. cside ships pre-configured rules that turn raw signals into actionable verdicts (impossible travel, device limit breaches, velocity anomalies) and enforcement actions. ThumbmarkJS returns a visitor ID and a threat level; the decision logic is yours to build. ### Reviews - cside: [{{cside.reviews.g2.rating}} on G2](https://www.g2.com/products/cside/reviews). [{{cside.reviews.sourceforge.rating}} on Sourceforge](https://sourceforge.net/software/product/cside/) ({{cside.reviews.sourceforge.total}} reviews and ratings shown: {{cside.reviews.sourceforge.native}} native SourceForge reviews plus {{cside.reviews.sourceforge.third_party}} verified third-party ratings surfaced there). - ThumbmarkJS: no significant presence on G2 at the time of writing. Its credibility comes from open-source adoption (GitHub stars and forks) and self-reported scale ("60,000+ websites, ~1B monthly API calls") rather than third-party review platforms. ### Implementation Both products are web-only and install via a script tag or NPM package. ThumbmarkJS can run fully client-side from the open-source library or call the cloud API. cside installs via a script tag. Typical time to live is under a day for either. Neither ships native mobile SDKs; if you need Android, iOS, React Native, or Flutter coverage, look at Fingerprint instead. ## Compliance (GDPR, PCI DSS, SOC 2) If your legal or security team needs to approve new vendors before anything goes live, compliance comes up early. Here is what matters for both. The most common concern is GDPR. Because fingerprinting collects device and browser information to create an ID, teams want to know if it requires consent banners. For fraud prevention it generally does not: Recital 47 of the GDPR names fraud prevention as a valid legitimate interest. Both cside and ThumbmarkJS operate within this framework, and Thumbmark offers a DPA for enterprise customers. Where the two diverge is client-side security compliance. cside's script monitoring satisfies PCI DSS 4.0.1 requirements 6.4.3 and 11.6.1 (script inventory and integrity verification on payment pages). ThumbmarkJS is a fingerprinting product and is not positioned against PCI DSS or other client-side security frameworks. If payment-page compliance is on your roadmap, that gap matters. ## When ThumbmarkJS is the best fit ThumbmarkJS is built for developers who want a fingerprint without the platform overhead. If you value openness and price, it's a strong choice. **ThumbmarkJS is uniquely suited for:** - **Open-source and self-hosting:** The MIT-licensed library runs in the browser with no vendor lock-in and no per-call cost. You can read the code, fork it, and ship it inside your own stack. - **Low-cost visitor identification:** A €15/month Pro plan and a free tier make it accessible for side projects, startups, and high-volume use cases where per-call price dominates. - **Simple bot and abuse signals:** When you only need a stable visitor ID plus bot, VPN, and datacenter flags to feed your own logic, the commercial API covers it without extra products you won't use. ## When cside is the best fit cside is built for teams whose fraud surface centers on identity abuse in the browser, and who want fingerprinting bundled with client-side security from one vendor. **cside has a focus on:** - **Account takeover:** Detect when a new device, location, or browser environment appears on an existing account. Flag credential-stuffing attempts by correlating device fingerprints against known session patterns. - **Account sharing:** Identify when a single account is accessed from more devices than your policy allows. Trigger enforcement actions like MFA challenges, device management screens, or upgrade prompts when limits are exceeded. - **Chargeback evidence:** Produce device-level evidence for Visa Compelling Evidence 3.0 disputes through a Chargebacks911 partnership. - **AI agent detection:** Use behavioral signals to separate automated agents from real users on sensitive flows. ## Where cside and ThumbmarkJS fit in the landscape of anti-fraud tools Both cside and ThumbmarkJS primarily serve as a data capture layer. They collect signals (IP, geolocation, canvas rendering, behavioral patterns like click timing and typing velocity) and produce a visitor ID with enrichments. That output feeds anti-fraud workflows. It does not replace them. - Those signals might go to an anti-fraud suite like Sift or SEON that aggregates data from multiple sources into a risk score. - They might feed a dedicated chargeback management tool like Chargebacks911 that plugs into Visa and Mastercard dispute programs and needs device-level evidence to win cases. - Or they might feed your own in-house rules engine: show an "upgrade plan" screen when a user shares their account across too many devices, or force an MFA challenge when a login comes from a new device in a high-risk geography. Neither cside nor ThumbmarkJS replaces a full fraud stack. They provide the browser-level intelligence the rest of your stack needs to make decisions. ## What is cside? cside is a web security platform that prevents fraud on your website by monitoring the browser runtime. The fingerprinting product collects 250+ signals and focuses on four use cases: account takeover, account sharing, chargeback evidence (CE 3.0 through Chargebacks911), and AI agent detection. The script monitoring product watches every script executing on a page, catching injections, tampering, and skimming attacks that fingerprinting alone does not see. ## What is ThumbmarkJS? ThumbmarkJS is a browser fingerprinting project with two parts. The first is a free, MIT-licensed open-source JavaScript library that runs client-side and produces a visitor ID with roughly 80% uniqueness. The second is a commercial cloud API at thumbmarkjs.com that combines the client-side fingerprint with server-side signals (TLS, HTTP headers, connection data) to reach 99%+ uniqueness, adding bot detection, VPN and datacenter detection, threat scoring, and country detection. It is web-only, with no mobile SDKs. ## What cside covers that ThumbmarkJS does not - **Third-party script monitoring:** cside monitors every script executing on your pages. Credential-stuffing injections, session-hijacking payloads from compromised vendors, unauthorized data exfiltration through rogue analytics tags. ThumbmarkJS does not offer script monitoring. cside ships it as a separate product, bundleable with fingerprinting under one vendor. - **Client-side controls for PCI DSS and other frameworks:** cside's script monitoring satisfies PCI DSS 4.0.1 requirements 6.4.3 and 11.6.1 (script inventory and integrity verification on payment pages), and gives compliance teams visibility into [third-party scripts](https://developer.mozilla.org/en-US/docs/Web/Performance) that leak personal data without consent. ThumbmarkJS is not positioned against any of these frameworks. - **Chargeback evidence and enforcement:** cside produces device-level evidence for CE 3.0 disputes and ships pre-built rules with block and enforce actions through Cloudflare or server-side. ThumbmarkJS returns a visitor ID and a threat level; you build the decision and enforcement logic yourself. - **Browser tamper detection scope:** Both detect browser tampering. ThumbmarkJS checks for inconsistencies inside the signals its own code collects. cside sees one layer out: script monitoring observes an anti-detect plugin or stealth wrapper while it is actively tampering, not only the downstream evidence. The difference shows up most with novel tooling that statistical models have not learned yet. ## Related resources - [AI agent and bot detection platform](/solutions/ai-agent-detection) - [VPN, proxy, and residential-proxy detection](/solutions/vpn-detection) - [What is a laptop farm and how to detect it](/blog/what-is-a-laptop-farm) - [What is device fingerprinting?](/blog/what-is-device-fingerprinting) - [Browser fingerprinting for fraud prevention](/blog/browser-fingerprinting-for-fraud-prevention) - [What is device intelligence?](/blog/what-is-device-intelligence) - [cside pricing plans](/pricing) ### Trusted Knight Alternative: cside vs Trusted Knight Source: https://cside.com/compare/trusted-knight-vs-cside ## TL;DR: cside vs Trusted Knight - Trusted Knight routes traffic through their stack via DNS redirect. That means an extra infrastructure hop, and analysis limited to what the routing layer sees before code reaches the browser. - cside runs first-party in the visitor's session with zero DNS changes. 100% of real sessions with no sampling, every script downloaded to cside's own infrastructure for server-side analysis, every payload archived for 6.4.3 and 11.6.1 evidence. - Want DNS-layer routing specifically? Trusted Knight is one of the few options. Want zero infrastructure changes, full session coverage, and QSA-grade evidence for less? cside. ## The risks of Trusted Knight's DNS-redirect architecture
Single point of failure

Your site's availability becomes dependent on Trusted Knight's uptime. This is a meaningful risk for financial institutions with SLA obligations.

Latency overhead

Every request to your site makes an additional network hop through the proxy. For financial institutions where session latency affects conversion and customer experience, the round-trip adds overhead.

## What is the difference between Trusted Knight Protector AIR and cside?
Criteria cside Trusted Knight Why It Matters What the Consequences Are
Deployment Architecture Lightweight script deployed on your site DNS proxy that routes traffic through Trusted Knight infrastructure Your architecture choice shapes operational risk, latency, and third-party uptime dependency DNS proxies create a single point of failure and add latency to every request
Catches malicious code in the browser before it steals user data ½ Client-side attacks execute in the browser, not on the network Network-layer inspection misses browser-only threats like DOM manipulation and post-load injections
Where monitoring happens Browser runtime environment Network layer / session traffic inspection Browser-level monitoring shows what users experience Network-only monitoring cannot observe what scripts do after page delivery
Website performance impact ✓ Minimal ✗ High risk Extra network hops add latency that affects conversion rates and user experience DNS proxies route all traffic through third-party infrastructure, adding overhead to every request
Prevents [web skimming](https://en.wikipedia.org/wiki/Web_skimming) and phishing from UI manipulation ½ Skimming and UI phishing happen in the DOM after the page loads Without browser-level visibility, DOM-based attacks run undetected
Monitors Third Party Script Injections ½ Third-party scripts are the primary vector for supply chain attacks Missing script injection visibility leaves your site exposed to compromised dependencies
Device fingerprinting fraud signals Device signals help identify fraud patterns and repeat offenders Without fingerprinting, fraud teams lack session-level intelligence for risk scoring
Post-load script behavior monitoring Many attacks activate only after page load via deferred or injected scripts No post-load monitoring means attacks that trigger after delivery go undetected
Data encryption in transit ✗ Standard TLS Additional encryption layers can protect data on compromised endpoints Standard TLS is sufficient for most use cases but does not protect against endpoint malware
Blocks device level malware on compromised machines ✗ Not a focus Endpoint malware can intercept data before it reaches the browser No website-side security can consistently protect against malware already on a user's device. As the site owner, you cannot technically guarantee protection against pre-existing device-level threats
### Primary security focus
cside:

cside monitors JavaScript execution and detects malicious behavior in real time. It prevents web skimming, script-based attacks, and client-side fraud while providing device fingerprinting signals for anti-fraud workflows.

Trusted Knight:

Trusted Knight protects transactions from compromised user devices by inspecting session traffic and encrypting sensitive data. It reduces fraud and secures interactions even when the endpoint is infected.

### What is Trusted Knight Protector AIR: A cloud-based security product deployed via DNS redirect and SSL setup. Trusted Knight routes all website traffic through its cloud infrastructure, inspects it for malicious JavaScript, malware, and threats, then forwards clean traffic to users. Trusted Knight encrypts data between your site and visitors and claims 100% coverage of all customer interactions. It works on any platform and requires no code changes beyond the DNS redirect. ### What is cside: A browser-level intelligence platform deployed on your application via a lightweight JavaScript tag. No DNS redirect, no traffic rerouting. When a user visits your site, cside monitors the live browser environment in real time, detecting malicious scripts and unauthorized third-party JavaScript that could steal customer data. Because cside operates within the session, it observes what happens inside the browser, including script interactions after page load. cside also provides device fingerprinting: it captures browser and device signals across each session to enrich fraud analytics. This lets financial institutions combine browser intelligence with device identity, VPN detection, AI agent detection, and session risk data. ### Comparing surfaces protected: cside vs Trusted Knight
cside:
Trusted Knight:
## cside Reviews vs Trusted Knight Reviews
cside

**4.8 ★★★★★** G2

**{{cside.reviews.sourceforge.rating}} ★★★★★** Sourceforge ({{cside.reviews.sourceforge.total}} reviews and ratings shown: {{cside.reviews.sourceforge.native}} native SourceForge reviews plus {{cside.reviews.sourceforge.third_party}} verified third-party ratings surfaced there)

Award-winning as a leader in client-side security by Sourceforge and Cyber Defense

Trusted Knight

**3.7 ★★★☆☆** Gartner Reviews

## Comparison: cside vs Trusted Knight Threat Detection
Threat Type cside Trusted Knight Why It Matters What the Consequences Are
[Magecart](https://en.wikipedia.org/wiki/Magecart) (Web Skimming) Magecart attacks inject skimmers into payment pages to steal card data Without detection, stolen card data leads to fraud losses and PCI violations
Keyloggers served through browser-layer injections ½ Browser-injected keyloggers capture credentials and sensitive input in real time Network-layer tools may miss keyloggers that activate after page delivery
Third-Party JavaScript Supply Chain Compromises ½ Compromised [third-party scripts](https://developer.mozilla.org/en-US/docs/Web/Performance) are the most common client-side attack vector Without script-level monitoring, supply chain attacks spread through trusted dependencies
DOM Manipulation / UI Phishing Detection Attackers overlay fake forms or modify page elements to phish credentials Users unknowingly submit data to attacker-controlled elements
Malicious AI agents that abuse checkout flows AI agents can automate fraud at scale across payment and signup flows Without AI agent detection, automated abuse goes unchecked
Device level malware on user devices ✗ Not a focus Endpoint malware intercepts data before it reaches the browser No website-side security can consistently protect against malware already on the user's device. This falls outside what any website owner can technically guarantee
VPN/Proxy Detection VPN and proxy use can indicate fraud, abuse, or geo-spoofing Without detection, fraudsters hide behind anonymized connections
Data skimming scope Payment Info, Forms, KYC flows Payment Info Skimming targets more than just card data; forms and KYC flows carry sensitive PII Narrow scope leaves non-payment data unprotected from exfiltration
## How each product works
cside

Deployed on the application. Operates inside the browser session.


Bank/merchant adds cside JS tag to their website
Customer opens session in browser
cside observes all scripts loading + executing
Malicious behavior? Alert + block
Device fingerprint captured
Fraud analytics signal generated
No DNS changes. No traffic rerouting. Operates entirely within the session. Customer traffic goes directly to your infrastructure.
Trusted Knight Protector AIR

DNS redirect routes all traffic through Trusted Knight's cloud.


DNS redirected to Trusted Knight cloud
All site traffic enters TK infrastructure
Traffic inspected for malicious JS + malware
Data encrypted at network layer
Clean traffic forwarded to user
Post-load script interactions: limited visibility
Site availability depends on Trusted Knight infrastructure uptime. All customer traffic transits through their cloud.
## Who buys each product
cside buyers Security teams, fraud teams, AppSec, PCI compliance at banks and fintechs

Banks and financial institutions who need browser-level visibility into customer sessions without infrastructure changes or traffic rerouting. Fraud teams who want device fingerprinting and script intelligence combined into fraud analytics signals. Security teams responsible for PCI DSS 4.0 compliance. Fintechs and payment providers who need zero-friction deployment at scale.

Trusted Knight buyers Security teams wanting network-layer encryption and malware blocking without code changes

Organizations that want to add a security and encryption layer without modifying their application code. Businesses where the primary concern is malware on customer devices and data encryption in transit. Teams that prefer infrastructure-level controls over application-level instrumentation and are comfortable with the DNS redirect operational model.

## Looking to switch from Trusted Knight? Try cside with a fast, self-guided install on a [free plan](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=compare_content). Need help assessing what's best for you? [Book a demo](/book-demo) for our team to walk you through migration and determine if cside is the right fit for you. Looking at other options? See how cside compares to [Cloudflare Page Shield](/compare/cloudflare-client-side-security-vs-cside), [Akamai Page Integrity Manager](/compare/akamai-page-integrity-manager-vs-cside), or [browse all comparisons](/compare). ## Related resources - [PCI DSS 6.4.3 & 11.6.1 script inventory and tamper detection](/solutions/pci-shield) - [Full client-side security platform](/solutions/client-side-security) - [PCI DSS compliance software: 2026 vendor comparison](/blog/pci-dss-compliance-software) - [How to comply with PCI 6.4.3 and PCI 11.6.1](/blog/how-to-comply-with-pci-6-4-3) - [What is client-side security](/blog/what-is-client-side-security) - [Magecart attacks explained: how web skimming works](/blog/magecart-attacks-explained-web-skimming) - [cside pricing plans](/pricing) ## Alternatives ### Vendor alternatives, compared Source: https://cside.com/alternatives Alternatives # Vendor alternatives, compared honestly Shopping around for a specific vendor? These guides survey the options a buyer would actually shortlist, name who each one suits, and say plainly when something other than cside is the better call. Want a direct head-to-head with cside instead? [See the comparison pages](/compare) [FingerprintJS FingerprintJS alternatives: open source and commercial options FingerprintJS and Fingerprint Pro are different products with the same name, and which one you are replacing changes the shortlist completely. Six options compared, open source first. 6 options](/alternatives/fingerprintjs) [Jscrambler Jscrambler alternatives and competitors in 2026 Jscrambler bundles two different products: JavaScript code protection and webpage integrity monitoring. Most alternatives only replace one of them, so the shortlist depends on which half you actually need. 7 options](/alternatives/jscrambler) ## Monitor and Secure Your Third-Party Scripts Gain full visibility and control over every script delivered to your users to improve site security and performance. [Book a demo](/book-demo) [Start for free](https://dash.cside.com/auth/signup?utm_source=landing&utm_medium=website&utm_content=cta_section) Start free, or try Business with a 14-day trial. ![cside dashboard interface showing script monitoring and security analytics](/_astro/privacy_dash.CoZmzlV9_Z1Ydf5F.webp) ### FingerprintJS alternatives: open source and commercial options Source: https://cside.com/alternatives/fingerprintjs ## FingerprintJS or Fingerprint Pro? Know which one you are replacing This trips up most evaluations, so it is worth thirty seconds. **FingerprintJS** is the open-source library. It runs entirely in the visitor's browser, reads what signals it can, and hashes them into an identifier. It is free, self-hosted, and yours to modify. **Fingerprint Pro** is the commercial product from the same company. It adds server-side processing and identity resolution on top of the browser signals, which is where its substantially higher identification accuracy comes from. They share a name and a lineage, not a capability set. If you are replacing the free library because you hit an accuracy ceiling, your realistic options are other libraries or a commercial product. If you are replacing Fingerprint Pro because of per-identification pricing, dropping to any open-source library means accepting the accuracy gap you were paying to close. Those are different shortlists, and conflating them is how teams end up rebuilding twice. ## The options in detail ### ThumbmarkJS The most direct open-source substitute, MIT licensed and actively maintained. It does what the free FingerprintJS does: computes a browser-side fingerprint with no server component and no account to create. Integration is a script tag or an npm install and a single call. If your requirement is "we need a device identifier, we are not paying per call, and we can tolerate collisions," this is the first thing to try. It is also the option a lot of the developer conversation around this question actually converges on. **Choose ThumbmarkJS over cside when** you want a free library you host yourself and you do not need script monitoring, evidence archiving, or a managed service behind it. ### FingerprintJS (open source) Worth stating plainly: if your complaint is with Fingerprint Pro's pricing rather than with the library, you can keep running the open-source library. It is still free and still maintained. Switching to a different OSS library gets you a different set of tradeoffs, not obviously a better one. The reason to move off it is usually accuracy, and in that case another browser-only library will not solve your problem either. Be honest about which constraint is actually binding before you migrate. ### cside cside is a single first-party JavaScript snippet with two operating models. It produces device and behavioural signals from your own origin, and because it is first-party there is no third-party domain for a filter list to block. It also monitors the third-party scripts running on your pages, analysing them on cside infrastructure before they execute in the session, which is what PCI DSS 4.0.1 requirements 6.4.3 and 11.6.1 ask for. That combination is the reason to look at it. If you are replacing FingerprintJS purely to get a visitor ID and nothing else, cside is more product than you asked for. If you were going to need script monitoring anyway, it is one snippet instead of two vendors. It has a free plan and public pricing, so you can evaluate without a sales call. **Choose cside over Fingerprint Pro when** you need device signals *and* client-side security, and would rather not run two vendors to get them. ### Castle Castle uses device and behavioural signals in service of account security specifically: login risk, account takeover, registration abuse. The fingerprint is an input, not the product. That focus is the point. If your actual problem statement is "we are losing accounts to credential stuffing", Castle is aimed at that in a way a general identification library is not. **Choose Castle over cside when** account-lifecycle security is the whole requirement and PCI script scope is not. ### SEON Device Intelligence SEON's device module sits inside a larger fraud platform that also does email, phone, and IP enrichment plus KYC and AML workflow. Buying it for device fingerprinting alone is unusual; buying it because you want the device signal to sit next to digital-footprint enrichment in one decision is the normal path. **Choose SEON over cside when** you want fraud decisioning and compliance workflow in one suite rather than a focused signal layer. ### Fingerprint Pro The incumbent, and worth keeping on the list honestly. Its identification accuracy is the highest of the options here, and for high-value flows that difference is the entire argument. If a wrong identification means a fraudulent chargeback or a locked-out real customer, paying per call is rational. The reason people leave is cost at scale, particularly when identification is called on every page view rather than at a few decision points. Before switching, check whether calling it less often solves the problem more cheaply than switching does. ## Open source vs commercial: what you actually give up The gap is not ideological, it is structural. A browser-only library can use only what the browser will tell it, and browsers keep narrowing that surface. It has no server-side view, so it cannot resolve the two hard cases: two different devices that produce identical browser signatures, and one device whose signature changes after a browser update. Commercial products add server-side signals and identity resolution to handle exactly those. So the practical question is what a mistake costs you. For analytics de-duplication or soft rate limiting, OSS accuracy is usually fine. For blocking a payment or locking an account, a false match has a real cost and the commercial gap starts to pay for itself. ## How to choose 1. **Which product are you replacing, the library or Pro?** Answer this first; it halves the list. 2. **What does a wrong identification cost you?** That number, not the sticker price, tells you whether OSS accuracy is acceptable. 3. **How often will you call it?** Per-identification pricing punishes per-page-view usage. Sometimes the fix is calling it at fewer points, not switching vendor. 4. **Do you also need to know what is running on your pages?** If PCI DSS 6.4.3 and 11.6.1 are in scope, a fingerprinting library does not address them and you will be buying a second tool. If you want the direct head-to-head instead of the survey, the [cside vs Fingerprint comparison](/compare/fingerprint-vs-cside) puts the two side by side. ## Related resources - [Device intelligence and first-party signals](/solutions/device-intelligence) - [Browser fingerprinting for fraud prevention](/blog/browser-fingerprinting-for-fraud-prevention) - [Device fingerprinting solutions compared](/blog/device-fingerprinting-solutions) - [Device fingerprinting for compelling evidence in chargebacks](/blog/device-fingerprinting-for-compelling-evidence-chargebacks) - [DBSC vs device fingerprinting](/blog/dbsc-vs-device-fingerprinting) - [cside pricing plans](/pricing) ### Jscrambler alternatives and competitors in 2026 Source: https://cside.com/alternatives/jscrambler ## Obfuscation or webpage integrity? Pick the category first Jscrambler sells two things that solve unrelated problems, and most people searching for an alternative only want one of them. **Code protection** obfuscates your own JavaScript and adds anti-tampering and anti-debugging so that someone reverse-engineering your bundle has a harder time. The threat model is your intellectual property and client-side logic you do not want copied or bypassed. **Webpage integrity** watches the third-party scripts running on your pages, so you know what loaded, what it did, and whether it changed. The threat model is a payment page skimmer, a compromised vendor, or a fourth-party script your vendor pulled in without telling you. This is the half that maps to PCI DSS 4.0.1 requirements 6.4.3 and 11.6.1. Almost every alternative below replaces the second half only. If you need the first half, the market is much smaller and the open-source option at the end of the list is the usual starting point. Getting this wrong is the most expensive mistake in this evaluation, because a script-monitoring tool will not protect your source and an obfuscator will not get you through a QSA review. ## The options in detail ### cside cside is a single first-party JavaScript snippet with two operating models. Script Method fetches and analyses third-party scripts on cside infrastructure before they execute in the session, and archives the raw payload as evidence. Scan Method runs an agentic crawler that maps the vendor load chain, including the fourth-party scripts your vendors pull in. It needs no DNS change and does not sit in front of your traffic. For a Jscrambler Webpage Integrity replacement it is close to like-for-like on monitoring, and adds payload archiving that is useful when a QSA asks what a script was actually doing on a given date. It publishes public pricing and has a free plan, so you can deploy and evaluate without a procurement cycle. **Choose cside over Jscrambler when** PCI DSS 6.4.3 and 11.6.1 are the reason you are buying and you want evidence you can hand to an assessor. **Choose Jscrambler over cside when** you need JavaScript obfuscation and code hardening, which cside does not do at all. ### Reflectiz Reflectiz takes a scanner approach: it reviews your pages on a schedule from its own cloud infrastructure, so there is nothing to add to the page and no runtime footprint. That is genuinely attractive if your security team is reluctant to introduce another script, or if you want coverage across many domains quickly. The tradeoff is inherent to scheduled scanning. Coverage is limited to what the crawler sees when it runs, so behaviour that only appears for logged-in users, in specific geographies, or between scans can be missed. **Choose Reflectiz over cside when** adding any script to the page is a blocker and periodic visibility is enough. ### Source Defense Source Defense is the most architecturally different option here. Rather than only reporting on third-party scripts, it applies a permission model that constrains what those scripts are allowed to do in the page, so a compromised vendor script can be prevented from reading a form field. That prevention posture is the reason to pick it. It also means more configuration up front, because you are defining policy per script rather than turning on monitoring. **Choose Source Defense over cside when** your requirement is to actively restrict script behaviour rather than detect and evidence it. ### Akamai Page Integrity Manager Akamai delivers script monitoring through its edge platform. For an organisation already standardised on Akamai, this is the path of least resistance: no new vendor, no new contract, and it inherits existing platform access controls. The constraint is the same as the benefit. It assumes you are an Akamai customer, and its depth on script forensics is generally shallower than tools that do only this. **Choose Akamai over cside when** vendor consolidation matters more than depth and you are already on Akamai. ### Imperva Client-Side Protection Imperva's client-side module gives script inventory and Content Security Policy management inside the Imperva platform, aimed squarely at the PCI DSS requirements. Like Akamai, its main appeal is to existing customers who want one console and one contract. If you are not already an Imperva WAF customer, buying the platform to get the client-side module is rarely the cheapest route to compliance. ### Cloudflare Client-Side Security Formerly Page Shield, Cloudflare's client-side product monitors the scripts and connections it observes on traffic already flowing through Cloudflare, and reports on Content Security Policy violations. It is bundled at higher plan tiers, so for many teams the incremental cost is zero. The limitation follows from where it sits: it sees what the edge sees. Deeper questions about what a script did once it was running in the browser are not really its remit. **Choose Cloudflare over cside when** you are already on a plan that includes it and basic script visibility satisfies your scope. ### javascript-obfuscator The open-source option, and the honest answer to "is there a free Jscrambler alternative". It is a mature, widely used obfuscator that you self-host and wire into your build. It does string encoding, control-flow flattening, dead-code injection, and self-defending output. What you give up is everything around the transform: no runtime threat detection, no anti-debugging telemetry back to a console, no support contract, and no help at all with third-party script monitoring or PCI scope. For teams whose only requirement was "make our bundle harder to read", that is often an acceptable trade. ## How to choose a Jscrambler alternative Four questions settle most evaluations: 1. **Which product are you replacing?** Code protection and webpage integrity have almost no vendor overlap. Answer this before you shortlist anything. 2. **Is a compliance deadline driving this?** If PCI DSS 6.4.3 and 11.6.1 are in scope, ask each vendor what artefact it hands an assessor, not just what its dashboard shows. 3. **Can you add a script to the page?** If not, scanner-based tools are your category and you should accept the coverage tradeoff explicitly. 4. **Do you want detection or prevention?** Monitoring tells you what happened. A permission model stops some of it happening. They are different budgets and different rollout risks. If you want the direct head-to-head rather than the survey, the [cside vs Jscrambler comparison](/compare/jscrambler-webpage-integrity-vs-cside) covers pricing, evidence, and coverage side by side. ## Related resources - [PCI DSS 6.4.3 and 11.6.1 script inventory and tamper detection](/solutions/pci-shield) - [Full client-side security platform](/solutions/client-side-security) - [How to comply with PCI 6.4.3 and PCI 11.6.1](/blog/how-to-comply-with-pci-6-4-3) - [What is client-side security](/blog/what-is-client-side-security) - [Magecart attacks explained: how web skimming works](/blog/magecart-attacks-explained-web-skimming) - [cside pricing plans](/pricing) ## FAQ (90 questions) ### Anti Fraud #### How much does fraudulent hiring typically cost companies? The cost of hiring a fraudulent actor extends far beyond wasted salary expenses and, in some cases, has even bankrupted the victims. A single bad hire with the worst intentions can attempt to access anything of financial value, including attempts to gain access to the bank accounts of the business. Companies waste valuable time and resources processing often hundreds of fake applications. Making prevention much more cost-effective than remediation. Organized fraudulent candidates from foreign organized gangs perform their actions, assuming the lowest level of return is the US wage they manage to earn. But from there, access attempts are made to platforms that hold currency (including crypto), attempts to infiltrate malware into applications and internal IT, and attempts to exfiltrate sensitive information about customers that can be resold on the dark web. In the worst case, the cost can bankrupt a business. In the best case, wasted time and effort of hiring, loss of reputation, and cost of employment. Source: https://cside.com/faq/how-much-does-fraudulent-hiring-typically-cost-companies #### Why are tech companies and government contractors particularly at risk? Tech companies and government contractors are prime targets because they handle valuable intellectual property, source code, infrastructure credentials, and sensitive data that foreign adversaries want to access. These organizations often have remote-first hiring practices and positions that make them attractive to state-sponsored actors. A single bad hire in these sectors can lead to [massive breaches](https://cside.com/blog/ticketmaster-data-breach-deja-vu-what-you-need-to-know) like a compromise of national security information or critical infrastructure. Making thorough applicant verification essential for protecting critical assets. Source: https://cside.com/faq/why-are-tech-companies-and-government-contractors-particularly-at-risk #### What makes device fingerprinting effective for detecting fake job applicants? Device fingerprinting analyzes a range of technical signals from each applicant's browser and device to create a unique SHA-256 identifier with high accuracy. Cside can detect telltale signs of virtual machines, VPN usage, and headless browsers that indicate [fraudulent applications.](https://cside.com/blog/malicious-north-korean-actors-attempting-to-infiltrate-technology-companies) This technology goes far beyond what fake applicants can easily manipulate, providing reliable detection of sophisticated fraud attempts. Source: https://cside.com/faq/what-makes-device-fingerprinting-effective-for-detecting-fake-job-applicants #### Will cside fingerprinting add latency or block the UI? No. The fingerprinting script exposes fingerprinting functions on window without affecting rendering. Fingerprint collection runs asynchronously in the background, typically completing within milliseconds, so it does not introduce noticeable latency or block the user interface. Source: https://cside.com/faq/will-cside-fingerprinting-add-latency-or-block-the-ui #### How quickly can cside detect and flag suspicious job applications? The moment someone visits your careers page, cside starts working in real-time, analyzing device fingerprints and flagging instantly high-risk patterns to your applicant tracking system. Applications that are deemed suspicious are routed automatically to enhanced verification or blocked entirely before they consume recruiter time. With immediate detection, your recruiting team can focus on legitimate candidates and prevent fraudulent applicants from entering your talent pipeline in the first place, allowing you to save resources. Source: https://cside.com/faq/how-quickly-can-cside-detect-and-flag-suspicious-job-applications #### What's the difference between regular background checks and device fingerprinting for hiring? Traditional background checks verify information provided by [applicants, which can be completely fabricated](https://cside.com/blog/malicious-north-korean-actors-attempting-to-infiltrate-technology-companies) by sophisticated fraudsters who create entire false identities and happen after the interview process. At this point your business would have spent hours assessing the candidate and wasting resources. Device fingerprinting, however, analyzes the actual technical environment where the application is submitted. Revealing whether it comes from a legitimate personal device or a suspicious setup like a virtual machine or bot. Security is all about layering so using device level fingerprinting on the job application in combination with rigorous steps to validate the candidate throughout the process is advised. Source: https://cside.com/faq/whats-the-difference-between-regular-background-checks-and-device-fingerprinting-for-hiring ### Business Impact #### What's the difference between cside and other client-side security solutions? [Most solutions use outdated approaches that miss sophisticated attacks,](https://cside.com/blog/top-client-side-security-tools-full-guide) often heavily relying on public threat feed intel. CSP-only tools don’t see the script contents firsthand and, as a result, have no idea of the script payloads that were served. Client-side hook based products inject hooks that attackers can easily bypass. [Crawler solutions only check your site occasionally from data centers](https://cside.com/blog/why-crawlers-cant-help-with-pci-compliance-alone). cside offers the Script method, which inspects every script in real-time before it reaches your users, blocks malicious code instantly, and keeps complete forensic records of everything that was attempted. Check our in-depth [approach analysis page here](https://cside.com/compare). Source: https://cside.com/faq/whats-the-difference-between-cside-and-other-client-side-security-solutions #### How quickly can I implement cside and see results? Implementation is surprisingly simple and fast. For the Script Method, you just add one script tag to your website, and you'll see live data within minutes. For the Scan Method, you simply add your domain to our dashboard, and the first scan starts automatically. [We offer proof-of-concept trials](https://cside.com/blog/bsides-and-rsac-afterparties) so you can test everything before committing if you are looking to upgrade to our enterprise plan. Most customers are fully operational within a few hours, not weeks or months like with traditional security tools. Check out the [cside docs](https://docs.cside.com/) for more information on implementing cside. Source: https://cside.com/faq/how-quickly-can-i-implement-cside-and-see-results #### What happens when malicious scripts use legitimate APIs and domains to hide their activity? Bad actors often use legitimate services to mask their malicious activity. Making it harder to detect the malicious payloads. A popular approach is to use [Google Tag Manager to inject malicious code](https://cside.com/blog/weaponized-google-oauth-triggers-malicious-websocket). But [popular CDNs also often use a host for malicious payloads.](https://cside.com/blog/the-2021-cdnjs-vulnerability) Since these requests appear to come from trusted, whitelisted sources, your code review tools will not flag them because they will not detect the underlying malicious intent. And the bad actor can make accounts on these platforms without sharing anything that could lead authorities back to them. Source: https://cside.com/faq/what-happens-when-malicious-scripts-use-legitimate-apis-and-domains-to-hide-their-activity #### Why is client-side security better than traditional threat intelligence tools like Snyk, Veracode, or Checkmarx? Traditional threat intelligence tools like Snyk, Veracode, Checkmarx, Spectral, JIT, GitLab, Rapid7, Tenable, Qualys, Aikido Security, and Semgrep rely on static threat feeds that are essentially obsolete by the time they're flagged. These tools only work reactively, after vulnerabilities are discovered, catalogued, and distributed through threat databases. [With zero-day attacks rising dramatically](https://cside.com/blog/are-threat-feeds-still-good-in-2024) (increasing 50% year-over-year), waiting for threat feeds means you're always playing catch-up. Client-side security works proactively in real-time, analyzing actual script behavior as it executes in browsers, catching unknown threats and zero-days before they're even documented. While static analysis tools scan code repositories, client-side security protects where attacks actually happen, in live user sessions. Source: https://cside.com/faq/why-is-client-side-security-better-than-traditional-threat-intelligence-tools-like-snyk-veracode-or-checkmarx #### When is the best time to implement client-side security? The best time is before you experience a breach, but ideally, client-side security should be implemented as soon as possible. When you’re launching a new website, adding ads to a site, integrating payment processing, or adding third-party tools like marketing tools, that’s the perfect time to add client-side protection. Don't wait for compliance audits or security incidents to force your hand. The more time passes, the more exposure you accumulate, which makes it harder to manage your environment. Recovering from a client-side attack is always more expensive than preventing one and often requires platform downtime. Source: https://cside.com/faq/when-is-the-best-time-to-implement-client-side-security #### Who should implement client-side security solutions? Any business that needs a strong web presence should think about client-side security. This is very important for eCommerce sites, financial services, healthcare organizations, and [companies that handle sensitive customer data.](https://cside.com/blog/kaiser-permanente-data-leak-a-case-of-miscommunication-and-inadequate-disclosure) If your website uses client-side scripts (and 98.9% do), you need client-side protection. This is important if you let customers share sensitive information. Even websites where users don’t enter sensitive information but that contain adverts could be a prime target for client-side attacks, as advert networks are essentially distribution networks for malicious client-side JS. It also matters if you accept online payments. You need to follow rules like PCI DSS, GDPR, or HIPAA. Any web environment that allows users to enter sensitive data is a high-value target, and bad actors will look for ways to execute attacks where security is limited, which is often the client-side. Source: https://cside.com/faq/who-should-implement-client-side-security-solutions #### How much does client-side security cost compared to a data breach? Pricing varies immensely based on the site and requirements. However, a data breach can cost companies millions in fines, legal fees, and lost customer trust. [Major breaches, like British Airways](https://cside.com/blog/how-expired-domains-lead-to-cyber-attacks), resulted in hundreds of millions in damages. Client-side security is a fraction of [the potential cost of an attack](https://cside.com/blog/the-true-cost-of-a-cyber-attack) and, in some circumstances, prevents breaches before they happen. Many companies also save money by automating compliance processes that would otherwise require expensive manual audits and consulting fees. In some countries, laws require client-side security. While in others, there are more generic laws to keep companies accountable in case of a data breach. The financial risk of a data breach is generally a lot higher than any security solution. Source: https://cside.com/faq/how-much-does-client-side-security-cost-compared-to-a-data-breach #### How do I know if my website needs client-side security? If your website loads any third-party scripts-analytics, marketing tools, chat widgets, payment processors, or advertising pixels-you need client-side security. Most modern websites load 100+ third-party scripts, creating massive attack surfaces. You can start by running a free client-side risk assessment to see what scripts are currently running on your site and what data they're collecting. If you handle payments, store customer data, or need to comply with regulations, client-side security is essential for protecting your business and customers. Source: https://cside.com/faq/how-do-i-know-if-my-website-needs-client-side-security ### Client Side Protection #### How do client-side attacks actually happen? Compromising a third-party service your website relies on is one common way attackers get in. Typically, your server delivers a web page, and your browser loads dozens or even hundreds of external sources such as analytics scripts, marketing tools, and payment processors. Only one of these needs to be intercepted by an attacker to replace a legitimate script with malicious code. Cross-Site Scripting (XSS) attacks are an example of a malicious client-side executions. Once in place, credit card information and session tokens can be captured or redirect users to fake websites. Users will not notice these, and they can go undetected by traditional security tools. Source: https://cside.com/faq/how-do-client-side-attacks-actually-happen-2 #### Why can't traditional security tools detect client-side threats? Firewalls, WAFs, and vulnerability scanners are traditional security tools used to protect your server, but they cannot see what's happening in your users' browsers. They monitor sanitized data, can slow down your site, or completely miss threats that change based on user location, device, or timing. Similar limitations are also encountered by Content Security Policies and JavaScript agents. CSP evasion, shadow-DOM tricks, or obfuscated code are techniques that can bypass them. Source: https://cside.com/faq/why-cant-traditional-security-tools-detect-client-side-threats-2 #### What's the difference between client-side security and server-side security? Protecting your infrastructure with tools like firewalls, WAFs, and using vulnerability scanners is what server-side security is all about. The goal is to help harden your systems against attacks targeting your infrastructure. Client-side security focuses on where your application actually runs, which is inside your users' browsers. Applications use the browser extensively to perform certain tasks but so do bad actors. In simple terms, server-side security protects your kitchen, while client-side security protects the meal after it is served. Both are important. Because the security focus has been mostly on server-side actions, attackers are increasingly targeting the client-side because it allows them to steal directly from users without ever touching your servers. Having protection on both sides ensures your environment is secure from end to end. Source: https://cside.com/faq/whats-the-difference-between-client-side-security-and-server-side-security-2 #### What's the difference between client-side security and application security? Application security (AppSec) is a broad category that includes everything from secure coding practices to server-side vulnerability scanning and many subjects in between. Client-side security is a critical subset of AppSec that focuses specifically on protecting applications and their dependencies where they actually execute--in users' browsers. AppSec is protecting your entire application ecosystem, while client-side security protects the most critical layer--where your app meets your users. In today's JavaScript-heavy internet, most application logic actually runs client-side, making this the most important component of modern AppSec. Web Application Firewalls and most other AppSec tools do not monitor client-side activities at all, focusing on server-side code while ignoring the browser environment where most user interactions and data processing actually occur. AppSec covers where customers interact or input sensitive information, as well as where this information is stored and processed. Source: https://cside.com/faq/whats-the-difference-between-client-side-security-and-application-security-2 #### What is client-side security, and why do I need it? Protecting your website visitors from malicious JavaScript attacks that happen in their browsers is the goal of client-side security. Compared to traditional attacks that focus on your servers, client-side threats target the scripts on your actual web pages. These include payment forms, chat widgets, and analytics tools. These attacks can quietly steal credit card details and other valuable information and can go unnoticed indefinitely. If you handle payments or sensitive data, you need client-side security to protect your customers and [meet compliance requirements like PCI DSS.](https://cside.com/blog/vikingcloud-approves-c-sides-security-platform-for-pci-dss-v4-0-1-requirement-6-4-3-and-11-6-1) Source: https://cside.com/faq/what-is-client-side-security-and-why-do-i-need-it #### What types of client-side attacks are happening right now? The most common client-side attacks include credit card skimming ([like Magecart attacks](https://cside.com/blog/the-biggest-magecart-attacks-in-history-so-far)). But theft of session tokens through client-side scripts, malicious redirects, or general sensitive high-value data exfiltration are on the rise. These attacks have affected major companies, like [British Airways](https://cside.com/blog/how-expired-domains-lead-to-cyber-attacks) and [Ticketmaster](https://cside.com/blog/ticketmaster-data-breach-deja-vu-what-you-need-to-know) with over [380,000 documented attacks](https://cside.com/blog/c-side-client-side-attack-recap-q1-2025) in 2025 alone so far. A more recent example is [the 2026 AppsFlyer SDK supply-chain compromise](https://cside.com/blog/appsflyer-web-sdk-supply-chain-compromise-polymorphic-crypto-stealer), where a single trusted third-party script delivered a polymorphic crypto stealer to many sites at once. Client-side attacks are often highly dynamic and targeted to prevent detection. Flying below the radar by only injecting malicious payloads under certain circumstances. They only fire at specific times, request locations, or user agents, making them nearly impossible to detect with traditional security tools. Source: https://cside.com/faq/what-types-of-client-side-attacks-are-happening-right-now #### How do client-side attacks actually happen? A typical point of entry is when a malicious actor compromises a third-party service your website uses. Here's the process: your server sends the web page, and your browser requests hundreds of external resources like analytics scripts, marketing tools, and payment processors. Then, an attacker can intercept just one of these requests and inject malicious code instead of the legitimate script.  [Malicious scripts can also be injected](https://cside.com/blog/what-are-digital-skimmers) through adverts, ad networks are essentially JS distribution networks for hire. A script on an ad network can steal credit card information and take sensitive tokens like session tokens. Therefore, if you have webpages where adverts and payments cross, it is best to be extra careful and implement a strict client-side security. Source: https://cside.com/faq/how-do-client-side-attacks-actually-happen #### What's the difference between client-side security and server-side security? Protecting your infrastructure with tools like firewalls, WAFs, and using vulnerability scanners is what server-side security is all about. The goal is to help harden your systems against attacks targeting your infrastructure. Client-side security focuses on where your application actually runs, which is inside your users' browsers. Applications use the browser extensively to perform certain tasks but so do bad actors. In simple terms, server-side security protects your kitchen, while client-side security protects the meal after it is served. Both are important. Because the security focus has been mostly on server-side actions, attackers are increasingly targeting the client-side because it allows them to steal directly from users without ever touching your servers. Having protection on both sides ensures your environment is secure from end to end. Source: https://cside.com/faq/whats-the-difference-between-client-side-security-and-server-side-security #### What's the difference between client-side security and application security? Application security (AppSec) is a broad category that includes everything from secure coding practices to server-side vulnerability scanning and many subjects in between. [Client-side security](https://cside.com/blog/what-is-client-side-security) is a critical subset of AppSec that focuses specifically on protecting applications and their dependencies where they actually execute-in users' browsers. AppSec is protecting your entire application ecosystem, while client-side security protects the most critical layer-where your app meets your users. In today's JavaScript-heavy internet, most application logic actually runs client-side, making this the most important component of modern AppSec. Web Application Firewalls and most other AppSec tools do not monitor client-side activities at all, focusing on server-side code while ignoring the browser environment where most user interactions and data processing actually occur. AppSec covers where customers interact or input sensitive information, as well as where this information is stored and processed. Source: https://cside.com/faq/whats-the-difference-between-client-side-security-and-application-security #### What is client-side security, and why do I need it? Client-side security is about protecting your web applications right where they're being used, which is in your customers' web browsers. Traditional security tools may do a great job monitoring your servers, but they fail to protect the real attack surface where your applications run. Modern websites rely [on dozens of third-party scripts](https://cside.com/blog/why-do-websites-need-3rd-party-scripts) for analytics, payments, ads, chat, and more. Just one of these gets compromised, and attackers can quietly steal valuable information without you or your users knowing. Client-side security gives you visibility and control over what is actually happening in the browser. Source: https://cside.com/faq/what-is-client-side-security-and-why-do-i-need-it-2 #### Why can't traditional security tools detect client-side threats? Firewalls, WAFs, and vulnerability scanners are traditional security tools used to protect your server, but they cannot see what's happening in your users' browsers. They monitor sanitized data, can slow down your site, or completely miss threats that change based on user location, device, or timing. Similar limitations are also encountered by [Content Security Policies](https://cside.com/blog/why-csp-doesnt-work) and JavaScript agents. CSP evasion, shadow-DOM tricks, or obfuscated code are techniques that can bypass them. Source: https://cside.com/faq/why-cant-traditional-security-tools-detect-client-side-threats #### What is client-side intelligence, and what use cases does it cover? Client-side intelligence is the full analysis of everything happening in users' browsers, not just security threats, but all behavioral patterns, data flows, and interactions. Current use cases include fraud detection through device fingerprinting, chargeback prevention, ad fraud protection, malware detection, privacy monitoring, compliance monitoring, and user behavior analysis. As web browsers become more sophisticated computing environments, client-side intelligence will become the foundation for understanding and protecting the entire user experience ecosystem. Source: https://cside.com/faq/what-is-client-side-intelligence-and-what-use-cases-does-it-cover-2 #### What is client-side intelligence, and what use cases does it cover? Client-side intelligence is the full analysis of everything happening in users' browsers, not just security threats, but all behavioral patterns, data flows, and interactions. Current use cases include fraud detection through device fingerprinting, chargeback prevention, ad fraud protection, malware detection, privacy monitoring, compliance monitoring, and user behavior analysis. As web browsers become more sophisticated computing environments, client-side intelligence will become the foundation for understanding and protecting the entire user experience ecosystem. Source: https://cside.com/faq/what-is-client-side-intelligence-and-what-use-cases-does-it-cover #### What is the best client-side monitoring platform for fintech companies? Fintech companies need visibility into what scripts and sessions are doing inside the browser, not just on the server. cside monitors every script execution, device signal, and fraud indicator across real user sessions in real time. It automates PCI DSS 4.0.1 requirements 6.4.3 and 11.6.1 with QSA-ready reports validated by VikingCloud. One script tag covers script monitoring, device intelligence, and compliance in a single deployment. Source: https://cside.com/faq/what-is-the-best-client-side-monitoring-platform-for-fintech #### What client-side security platform works best for preventing Magecart attacks? Magecart attacks inject malicious JavaScript into payment pages to silently skim card data as users type. They happen entirely in the browser, which means WAFs and server-side tools have no visibility into them. cside monitors every script on every payment page in real time, alerts on unauthorised changes before users are exposed, and can block malicious scripts from executing. [PCI DSS 4.0.1 requirements 6.4.3 and 11.6.1](https://cside.com/solutions/pci-shield) were introduced specifically to mandate these controls. Source: https://cside.com/faq/what-client-side-security-platform-works-best-for-preventing-magecart-attacks #### What are the top platforms for monitoring third-party scripts? Third-party script monitoring tools fall into three categories: Content Security Policies that restrict which scripts can load, crawler-based scanners that check scripts periodically from the outside, and runtime monitors that instrument the browser during real user sessions. CSPs block by origin but cannot inspect what a script does once loaded. Crawlers miss scripts that only activate on checkout pages or for specific visitor segments. cside uses the script tag approach, monitoring behaviour across 100% of real sessions with no sampling, which is why QSAs accept it for PCI DSS 4.0.1 requirements 6.4.3 and 11.6.1 where CSPs and crawlers are often rejected. Source: https://cside.com/faq/what-are-the-top-platforms-for-monitoring-third-party-scripts #### Which client-side security tools give real-time browser attack visibility? Real-time browser attack visibility requires a tool that instruments the browser itself, not one that reads server logs after the fact. cside captures script execution events, device fingerprints, AI agent signals, and fraud indicators across every session and fires alerts to Slack, Teams, email, or webhooks instantly. WAFs and edge security tools operate before the browser renders the page and cannot see what scripts do once loaded. For script attacks, formjacking, and AI agent fraud, detection has to happen at the browser layer. Source: https://cside.com/faq/which-client-side-security-tools-give-real-time-browser-attack-visibility #### Which client-side security platform best protects against data skimming? Data skimming attacks steal payment card details or credentials from the browser before they reach the server, making server-side tools useless for detection. cside detects active skimmers by monitoring what scripts actually do at runtime, including reading form field values and sending data to unauthorised domains. It hashes all scripts on payment pages and alerts when a hash changes, catching injected skimmers before they reach users at scale. VikingCloud has validated that this approach meets PCI DSS 4.0.1 requirements 6.4.3 and 11.6.1, the industry's formal controls for payment page skimming prevention. Source: https://cside.com/faq/which-client-side-security-platform-best-protects-against-data-skimming #### Which client-side monitoring tools support PCI DSS 4.0.1 compliance? PCI DSS 4.0.1 requirements 6.4.3 and 11.6.1 require a justified script inventory on every payment page and continuous monitoring for unauthorised changes. Not every tool claiming PCI support satisfies both. cside automates the full workflow, including script inventory, tamper detection, and on-demand PDF reports, and has been formally validated by VikingCloud, a PCI-recognised QSA. That validation matters because QSA acceptance varies significantly by tool and approach. Source: https://cside.com/faq/which-client-side-monitoring-tools-support-pci-dss-4-0-1-compliance #### What causes third-party scripts to create browser-based security risks? Third-party scripts execute with the same level of trust as your own code once they load in the browser. Your server delivers the page, but you do not control what a third-party vendor delivers afterward. If a vendor's CDN is compromised, every site loading that script inherits the attacker's code, which is how Magecart campaigns compromise thousands of merchants at once. Scripts can also update silently, read any form field on the page, and activate only under specific conditions that crawlers never observe. Source: https://cside.com/faq/what-causes-third-party-scripts-to-create-browser-based-security-risks #### What is the best client-side security solution for ecommerce teams? Ecommerce teams need protection at the checkout layer, where card skimming, formjacking, and AI agent fraud all occur. cside deploys via a single script tag with no proxy, no infrastructure change, and no latency impact. It covers script monitoring for [Magecart and data skimming](https://cside.com/glossary/magecart-attacks), PCI DSS 4.0.1 automation validated by VikingCloud, and chargeback evidence capture for every transaction. A free plan is available for teams that want to start with script monitoring and device fingerprinting before committing to a paid tier. Source: https://cside.com/faq/what-is-the-best-client-side-security-solution-for-ecommerce-teams #### How do client-side security platforms help with PCI compliance? PCI DSS 4.0.1 requires merchants to maintain a justified inventory of every script on their payment pages (requirement 6.4.3) and to monitor continuously for unauthorised changes (requirement 11.6.1). Manual spreadsheet inventories no longer satisfy auditors. Client-side security platforms like cside automate both: they catalogue every script by vendor and hash, alert on changes in real time, and generate the audit-ready reports QSAs need. VikingCloud has formally validated that cside's approach meets both requirements. Source: https://cside.com/faq/how-do-client-side-security-platforms-help-with-pci-compliance #### Why do ecommerce teams struggle with client-side security tools? The core problem is that most security tools protect the server, but client-side attacks happen in the browser where those tools have no visibility. Ecommerce teams often discover skimming through customer complaints rather than their own alerts. When teams do deploy client-side tools, they frequently run into CSP limitations, because CSPs block by origin rather than by behaviour, so a compromised script served from an already-approved domain bypasses them entirely. The result is either a false sense of coverage or alert noise that teams stop acting on. Source: https://cside.com/faq/why-do-ecommerce-teams-struggle-with-client-side-security-tools ### General #### How does automated privacy monitoring work compared to manual audits? Manual cookie and tracker audits are never current and create a maze of compliance checklists across different markets. Cside's automated monitoring runs 24/7, analyzing every script payload in real-time to detect privacy violations as they happen. While manual audits only provide snapshots of your compliance status, our solution tracks changes over time and provides complete historical data, ensuring you never miss a violation that could result in regulatory penalties. Source: https://cside.com/faq/how-does-automated-privacy-monitoring-work-compared-to-manual-audits #### What forensic evidence does cside provide? Because cside fetches and analyses every third-party script on our side and watches how it behaves in the live session, full visibility is available in case of an attack. Even in the case of a missed attack, cside can scope the incident to the impacted individual’s IP. Helping cside customers limit exposure to legal backlash and accurately understanding how the attack is executed. Client-side attacks often leave no trace, with cside full visibility is available. Source: https://cside.com/faq/what-forensic-evidence-does-cside-provide #### How does cside integrate with existing applicant tracking systems? Cside integrates in real-time with popular applicant tracking systems. When [suspicious fingerprints](https://cside.com/blog/malicious-north-korean-actors-attempting-to-infiltrate-technology-companies) are detected, the system can automatically trigger actions in your ATS, such as flagging applications for manual review, routing to enhanced verification processes, or blocking submissions entirely. Preventing fraud at the source without requiring significant changes to your current recruitment processes Source: https://cside.com/faq/how-does-cside-integrate-with-existing-applicant-tracking-systems #### Is it cside, c-side, or c/side? The correct spelling is **cside**, all lowercase, one word, no hyphen or slash. You may see the name written as c-side, c/side, C Side, or CSide; they all refer to the same company. The name comes from "client-side", the part of the web cside secures. The company launched as c/side, but legacy search algorithms struggle with special characters, so in October 2025 the brand consolidated on cside and moved to its current home at cside.com. Read the announcement in the [changelog](/changelog/c-side-becomes-cside-and-were-on-com). Source: https://cside.com/faq/is-it-cside-or-c-side ### Privacy and Compliance #### What makes cside's approach to privacy automation different from other solutions? Cside maintains its own proprietary threat intelligence specifically focused on client-side security and unauthorized data collection, giving us faster detection than solutions relying on third-party sources. We do more than just watch what scripts access what data point in time; we are actively looking for changes in behaviours. Our detection engine is vast and layered, and our AI-powered analysis continuously learns from new script behaviour patterns, staying ahead of evolving threats.  [Unlike generic privacy tools, our intelligence is specifically tailored to client-side privacy violations and unauthorized data collection](https://cside.com/blog/top-client-side-security-tools-full-guide). Making us uniquely effective at protecting user privacy. Source: https://cside.com/faq/what-makes-csides-approach-to-privacy-automation-different-from-other-solutions #### What types of unauthorized data collection can cside detect automatically? Cside automatically detects all forms of unauthorized data collection, including unlawful cookie injection or exfiltration, personal data exfiltration from LocalStorage or SessionStorage, payment information theft, and tracking without consent.  Our system monitors every third-party script to identify when they access sensitive data or perform actions that could be indicators of compromise or malicious intent. Source: https://cside.com/faq/what-types-of-unauthorized-data-collection-can-cside-detect-automatically #### How quickly can cside detect privacy violations on my website? Cside provides real-time privacy violation detection across all client-side scripts on your site. Our analysis happens instantly as scripts load, so violations are detected quickly, often preventing the script from being served again. You'll receive alerts when suspicious data collection activity is detected. Giving you visibility into privacy compliance status at all times, preventing incidents. Source: https://cside.com/faq/how-quickly-can-cside-detect-privacy-violations-on-my-website #### Can cside prevent privacy violations before they happen? Cside is designed to prevent privacy violations before they occur, not just detect them as they are happening. Our Script method analyzes scripts before they execute in your users' browsers, blocking unauthorized data collection at the browser level. A proactive approach means privacy violations are stopped before any sensitive data is compromised, therefore preventing major incidents. Giving you true prevention rather than just after-the-fact reporting. Source: https://cside.com/faq/can-cside-prevent-privacy-violations-before-they-happen #### What's the difference between cside and traditional privacy compliance tools? Traditional privacy solutions use crawlers that miss dynamic threats and only catch data exfiltration attempts that the vendors are willing to expose. [cside uses the Script method](https://cside.com/blog/top-client-side-security-tools-full-guide) to catch sophisticated privacy violations including user-targeted attacks, time-gated malware, geo-targeted code, and DOM-based obfuscation that requires runtime analysis. We provide complete script visibility and forensic tracking that other solutions simply can't match. Source: https://cside.com/faq/whats-the-difference-between-cside-and-traditional-privacy-compliance-tools #### Why should I use cside to automate privacy monitoring for GDPR and CCPA compliance? Privacy monitoring of client-side dependencies is automated by cside by providing real-time visibility into every third-party script on your website. This ensures you stay on top of regulations without manual oversight. On the other hand, the Script method monitors which data scripts access and where they are sent, preventing unauthorized data collection before it even happens. Cside gives you continuous, automated compliance monitoring with instant alerts when privacy violations are detected, unlike traditional solutions that rely on periodic audits or basic scanners. Source: https://cside.com/faq/why-should-i-use-cside-to-automate-privacy-monitoring-for-gdpr-and-ccpa-compliance #### What privacy risks do third-party scripts create for my website visitors? Third-party scripts can create massive privacy risks because they have access to everything your users do on your site. From payment details to personal information and login credentials. These scripts can be compromised through supply chain attacks, ownership changes or malicious updates. Turning them into data collection tools without your knowledge. Recent attacks like [the Polyfill attack](https://cside.com/blog/polyfill-more-than-just-a-redirect-attack) have shown how legitimate scripts can suddenly become malicious, quietly stealing user data for months before detection. Your users trust you to protect their information, but traditional security tools can't see what's happening in their browsers. Source: https://cside.com/faq/what-privacy-risks-do-third-party-scripts-create-for-my-website-visitors #### Why can't I just rely on cookie consent popups for privacy protection? Legacy consent popups only show you what companies claim they're collecting, not what hidden scripts actually send. Many third-party scripts can quietly track users or exfiltrate sensitive data regardless of consent settings. This issue is amplified as solutions that build cookie banners often crawl the websites, and those marketing tools in question will not behave the same way they would in a user's browser as they would on a crawler. Cside monitors which data scripts actually access and where they're being sent in real-time, giving you proof of what's happening behind the scenes. We prevent cookie, local storage, or session storage access and injection from unauthorized sources. Ensuring your consent management actually reflects the reality of data collection on your site. Source: https://cside.com/faq/why-cant-i-just-rely-on-cookie-consent-popups-for-privacy-protection #### What types of businesses need privacy monitoring the most? The ones facing the highest risk are eCommerce sites, [healthcare organizations](https://cside.com/blog/kaiser-permanente-data-leak-a-case-of-miscommunication-and-inadequate-disclosure), financial services, and SaaS companies, but in reality, any business that handles sensitive data needs strong privacy monitoring. PCI DSS, GDPR, CCPA, and HIPAA are some of the regulations that many businesses are subject to. Compliance and user protection rely heavily on continuous monitoring of client-side dependencies. You can deploy the most reliable security measures for your main application, but if third-party scripts from analytics tools or chatbots are left unchecked, your business is still vulnerable to privacy attacks. Additionally, [advertising networks are the usual go-to route to inject malicious client-side scripts](https://cside.com/blog/ad-marketplaces-security-and-compliance-risks), allowing attackers to intercept sensitive information. Source: https://cside.com/faq/what-types-of-businesses-need-privacy-monitoring-the-most #### How does cside help with GDPR, CCPA, and other privacy compliance requirements? We can monitor and prevent unauthorized data collection at the browser level with real-time privacy violation detection across all third-party scripts on your site. For GDPR, CCPA, and HIPAA regulations, our platform gives you automated compliance reporting with detailed audit trails. This can serve as proof of adherence during regulatory inspections. When scripts attempt unauthorized data collection, you will receive alerts immediately. On the other hand, your compliant script versions will continue to run, even if the original sources are compromised, with the help of our hash-locking technology. Source: https://cside.com/faq/how-does-cside-help-with-gdpr-ccpa-and-other-privacy-compliance-requirements #### What happens during a PCI DSS audit and how do I prepare? During the audit, your compliance documentation will be reviewed and your security controls will be tested by security assessors to verify if you're meeting all applicable requirements. For requirements 6.4.3 and 11.6.1, auditors will examine your script inventory, review authorization documentation, test your monitoring systems, and verify that you're detecting unauthorized changes. [Having automated monitoring with cside means your compliance documentation is always current and audit-ready,](https://cside.com/blog/pci-dss-compliance-software) with detailed logs, weekly reports, and clear evidence of continuous monitoring that auditors can easily review and validate. Source: https://cside.com/faq/what-happens-during-a-pci-dss-audit-and-how-do-i-prepare #### How does cside's pricing work for PCI DSS compliance monitoring? Cside offers flexible pricing based on your website traffic. Starting with a free plan for up to 2,000 monthly pageviews. Business plans begin at $99/month for 100,000 pageviews and scale based on your needs: $149 for 150k, $199 for 200k, $299 for 300k, and $499 for 500k pageviews. All business plans include advanced threat protection and PCI DSS compliance features. Sites exceeding 500,000 monthly pageviews move to custom Enterprise pricing with additional integration abilities, security features and dedicated support. Source: https://cside.com/faq/how-does-csides-pricing-work-for-pci-dss-compliance-monitoring #### How long does it take to implement cside's PCI DSS compliance automation? Onboarding is quick. If you wish to try out cside on a small scale, you can start with our free plan that covers up to 2,000 monthly pageviews and includes essential PCI DSS compliance features, but only supports up to 5 scripts in the PCI DSS dashboard view. Cside offers both the Script Method for maximum security and the Scan Method for lighter, cost-effective monitoring needs, so you can choose the right fit for your business and achieve compliance quickly. Depending on your environment, implementation can be done in minutes. Source: https://cside.com/faq/how-long-does-it-take-to-implement-csides-pci-dss-compliance-automation #### What ongoing support does cside provide for PCI DSS compliance maintenance? You will get full ongoing support from us. This includes automated weekly compliance reports, real-time alerts for any security concerns, and continuous monitoring that operates 24/7. You have complete visibility into parameters defined in compliance requirements with our dedicated PCI DSS dashboard. Plus, since our solution has been [auditor-approved by Viking Cloud](https://cside.com/blog/vikingcloud-approves-c-sides-security-platform-for-pci-dss-v4-0-1-requirement-6-4-3-and-11-6-1), you can be confident that your compliance strategy will continue meeting industry standards as requirements evolve. Source: https://cside.com/faq/what-ongoing-support-does-cside-provide-for-pci-dss-compliance-maintenance #### What specific PCI DSS requirements does cside automate for my business? Cside specifically addresses compliance for [PCI DSS requirements 6.4.3 and 11.6.1](https://cside.com/blog/pci-dss-compliance-software). We automatically maintain your inventory of safe scripts, verify authorization status, and document business justification for each script for requirement 6.4.3. For requirement 11.6.1, unauthorized changes to HTTP headers and payment page content are continuously monitored with automated alerts and weekly evaluations. Cside covers both requirements through our dedicated PCI DSS dashboard. Source: https://cside.com/faq/what-specific-pci-dss-requirements-does-cside-automate-for-my-business #### How does cside help me prepare for PCI DSS audits? Cside automatically generates all the documentation auditors need to verify your compliance with requirements 6.4. 3 and 11.6.1. You'll have detailed script inventories, authorization documentation, continuous monitoring logs, and weekly reports that clearly demonstrate your security controls are working. During audits, a qualified security assessor can easily review and validate your automated monitoring system. [The Viking Cloud whitepaper](https://cside.com/blog/vikingcloud-approves-c-sides-security-platform-for-pci-dss-v4-0-1-requirement-6-4-3-and-11-6-1) can also help QSAs assess the implementation of cside and how it meets the requirements. Making the audit process faster compared to manual compliance approaches. Source: https://cside.com/faq/how-does-cside-help-me-prepare-for-pci-dss-audits #### How does cside's automated monitoring save my business money on PCI DSS compliance? Non-compliance with PCI DSS can cost your business between $5,000 and $500,000 per incident. However, more commonly, acquiring banks increase transaction fees and insurance premiums, which typically cost even more than direct penalties. [The average payment card data breach exceeds $4 million in total costs.](https://cside.com/blog/the-true-cost-of-a-cyber-attack) Cside's automation eliminates these risks while reducing the manual labor costs associated with compliance management. Our solutions start at just $99/month for business plans, making professional-grade compliance monitoring accessible and cost-effective compared to potential penalties and breach costs. Source: https://cside.com/faq/how-does-csides-automated-monitoring-save-my-business-money-on-pci-dss-compliance #### What compliance requirements does client-side security help with? Several major compliance frameworks now require client-side monitoring. [PCI DSS 4.0.1](https://cside.com/blog/pci-dss-compliance-software) specifically requires monitoring and blocking client-side script payloads (requirements 6.4.3 and 11.6.1). GDPR requires monitoring and disclosing data collection by client-side scripts. CCPA requires listing what information is collected and whether it's shared with third parties. DORA requires active monitoring of dynamic third-party dependencies, and HIPAA now explicitly calls out client-side tracking technologies. Cside's platform helps automate compliance with all these requirements. Source: https://cside.com/faq/what-compliance-requirements-does-client-side-security-help-with #### How does cside protect user privacy and handle data collection? We take privacy seriously and don't collect or sell any user data for advertising. We don't use external AI APIs - our threat detection runs on open-source models entirely within our environment. Script payloads are stored solely for security analysis and compliance evidence. You can find out more about our security practices on our [security page](https://cside.com/security), our dashboard and site [Privacy Policy](https://cside.com/privacy-policy) and for enterprise customers in your DPA. Source: https://cside.com/faq/how-does-cside-protect-user-privacy-and-handle-data-collection #### Why should I use cside to automate my PCI DSS 4.0.1 compliance instead of doing it manually? [Manual PCI DSS compliance is incredibly time-consuming and error-prone](https://cside.com/blog/demystifying-the-january-2025-updates-to-pci-dss-saq-a?utm_term=&utm_campaign=P+%7C+Competitor+Campaign+%7C+cside&utm_source=adwords&utm_medium=ppc&hsa_acc=5692416299&hsa_cam=22804756214&hsa_grp=&hsa_ad=&hsa_src=x&hsa_tgt=&hsa_kw=&hsa_mt=&hsa_net=adwords&hsa_ver=3&gad_source=1&gad_campaignid=22808467198&gbraid=0AAAAAq3WS05wdpShPGt1NdwkNpxHo5Axt&gclid=CjwKCAjw4efDBhATEiwAaDBpbiLZDh4o2vyZ3k3V5WzIvjL6O__uXqW3isxyIa103B1qooxsLa8SRxoCvmsQAvD_BwE), especially when tracking dozens of dynamic scripts that change frequently on payment pages. Maintaining CSP’s, justification lists for the scripts, security header checks, and malicious detection… client-side security is a rabbit hole. [Cside automates the entire process](https://cside.com/blog/comply-with-pci-dss-6-4-3-and-11-6-1-for-free) by continuously scanning your payment pages, maintaining real-time script inventories, and generating audit-ready documentation without human error. You'll get 24/7 protection with automated alerts when unauthorized scripts appear, plus weekly compliance reports that are ready for auditor review. The cside dashboard has a view purposely built for PCI, which makes this a lot simpler to manage. Source: https://cside.com/faq/why-should-i-use-cside-to-automate-my-pci-dss-4-0-1-compliance-instead-of-doing-it-manually #### How does cside meet PCI DSS 4.0.1 requirements 6.4.3 and 11.6.1? [We fully satisfy both PCI DSS controls using the Script method](https://cside.com/pci-dss). For requirement 6.4.3, we continuously monitor and hash every third-party script before it reaches your users' browsers. For 11.6.1, on the other hand, all changes to security headers and script contents are tracked with complete historical records. [VikingCloud, one of the highest-reputation global security assessors, has independently assessed and confirmed that our cside platform, when properly configured, meets these requirements](https://cside.com/blog/vikingcloud-approves-c-sides-security-platform-for-pci-dss-v4-0-1-requirement-6-4-3-and-11-6-1). You get automated compliance reports that map directly to PCI testing procedures, making audits much easier. Source: https://cside.com/faq/how-does-cside-meet-pci-dss-4-0-1-requirements-6-4-3-and-11-6-1 ### WAF #### Can cside work alongside my existing WAF without conflicts? We monitor an entirely different dimension of the application stack; hence, there is no interference. Our platform co-exists with your existing security solutions. Your main website inbound traffic is continuously protected by your WAF, while cside focuses on client-side JavaScript security. Your WAF handles incoming requests, while we handle outgoing requests from browsers to third-party scripts. We can assure that there is no conflict or overlap in functionality. Source: https://cside.com/faq/can-cside-work-alongside-my-existing-waf-without-conflicts-2 #### How does cside solve the client-side blind spot that WAFs can't address? Cside analyses every third-party script on our side before it runs, making it easy to stop attacks by analyzing JavaScript content asynchronously and hashing a list of bad scripts, preventing them from being loaded again. Cside also analyses client-side behaviours of scripts in the browser as well as data access and exfiltration attempts. While your WAF continues protecting your web infrastructure, cside examines every third-party script for malicious behavior, hashes content to detect changes, and blocks threats before they can execute in your users' browsers. Giving complete visibility into client-side executions, creating complete protection against client-side attacks. Source: https://cside.com/faq/how-does-cside-solve-the-client-side-blind-spot-that-wafs-cant-address #### Why is the browser environment invisible to WAF monitoring? A WAF (Web Application Firewall) operates at the perimeter, analyzing traffic as it crosses between external networks and your internal network towards your web servers. [The browser environment is a separate execution context that happens on your users' devices](https://cside.com/blog/what-is-the-browser-supply-chain), completely outside your network perimeter. Once JavaScript code reaches the browser and begins to execute, [it's operating in an environment that your WAF has no visibility into or control over.](https://cside.com/blog/why-the-browsers-becomes-increasingly-more-dangerous) By design, a WAF is ineffective against client-side threats. Source: https://cside.com/faq/why-is-the-browser-environment-invisible-to-waf-monitoring #### Can a WAF protect against supply chain attacks on third-party JavaScript libraries? [WAFs cannot protect against client-side supply chain attacks](https://cside.com/blog/supply-chain-attacks-doesnt-end-at-npm) because they don't intercept the fetch to the 3rd party endpoint and therefore have no visibility into the JavaScript files from the 3rd party sources. Even in the event of an attack on popular libraries or CDNs, the malicious payloads continue to be delivered from the same trusted sources that your WAF has whitelisted. Your WAF still sees these compromised sources as legitimate requests and allows them through, not knowing that the contents have been weaponized by bad actors. Source: https://cside.com/faq/can-a-waf-protect-against-supply-chain-attacks-on-third-party-javascript-libraries #### How do conditional client-side attacks avoid WAF detection? Sophisticated client-side attacks use conditional logic that only triggers under specific circumstances - certain geographic locations, specific times, or particular user behaviors. Since WAFs analyze requests at delivery time rather than execution time, they can't detect these conditional payloads. A script might appear completely benign when your WAF examines the initial request, but turn malicious only when specific conditions are met in the user's browser environment. Source: https://cside.com/faq/how-do-conditional-client-side-attacks-avoid-waf-detection #### Why do WAF logs miss evidence of client-side data theft? Only the initial delivery of third-party scripts to browsers can be captured by WAF logs. Malicious JavaScript steals user data, bypassing your infrastructure via direct browser-to-attacker communication. You can see through your WAF logs the script that was delivered successfully, but it's blind when it comes to the data collected, manipulated, or exfiltrated that happens on the client-side. Source: https://cside.com/faq/why-do-waf-logs-miss-evidence-of-client-side-data-theft #### Can my WAF see when third-party scripts change and potentially become malicious? WAFs don't perform content analysis of JavaScript files, and especially if the malicious payload originates from a 3rd party URL, the WAF would not live in the flow of the request. They only validate that the HTTP request itself to the web server appears legitimate. When a third-party script gets updated with malicious code, your WAF treats it the same as any other update from that trusted domain. WAFs lack the capability to hash, analyze, or compare script versions to detect when legitimate code becomes compromised, which is exactly how supply chain [attacks like Polyfill](https://cside.com/blog/the-polyfill-attack-explained) succeed. Source: https://cside.com/faq/can-my-waf-see-when-third-party-scripts-change-and-potentially-become-malicious #### How do client-side attacks bypass WAF signature-based detection? WAF signatures are designed to catch known attack patterns in HTTP requests targeting server vulnerabilities by analyzing inbound requests. Client-side attacks use completely legitimate HTTP requests to deliver JavaScript that only becomes malicious when it executes in the browser. Often client-side attacks are fetched by the users browser from a 3rd party endpoint meaning the website' owners WAF is not even in the flow of the request rendering it useless Further still the malicious payload is often obfuscated or uses conditional logic that appear harmless in the HTTP request but reveals its malicious intentions only when running in a specific browser environment that your WAF never sees. Source: https://cside.com/faq/how-do-client-side-attacks-bypass-waf-signature-based-detection #### Why doesn't my WAF flag third-party scripts that become compromised? WAFs analyze incoming requests to determine if they're malicious, but third-party scripts are delivered from [external CDNs](https://cside.com/blog/the-2021-cdnjs-vulnerability) and domains that your WAF considers legitimate. When a trusted script source like a popular analytics library gets compromised, your WAF continues to allow those requests because they're coming from a previously approved domain. The WAF has no way to analyze the actual JavaScript code content to determine if it has become malicious since the last time it was delivered. Source: https://cside.com/faq/why-doesnt-my-waf-flag-third-party-scripts-that-become-compromised #### Can a WAF detect when malicious JavaScript is stealing user data from my website? The answer is no, because the data theft happens within your user's browser after your WAF has done its job. [Credit card information collected by malicious scripts from your checkout form is sent to the attacker's server.](https://cside.com/blog/what-are-digital-skimmers) This outbound request comes directly from the user's browser, not from your infrastructure. Your WAF only sees everything between your users and your servers, but it's blind when it comes to data exfiltration happening in real-time. Source: https://cside.com/faq/can-a-waf-detect-when-malicious-javascript-is-stealing-user-data-from-my-website #### What's the fundamental difference between server-side attacks that WAFs catch and client-side attacks miss? Malicious requests, SQL injections, and exploitation of application vulnerabilities are examples of server-side attacks. This is where WAFs excel. Client-side attacks, on the other hand, exploit legitimate third-party scripts that your WAF has already approved and delivered to browsers. The attack happens when these scripts execute in your users' browsers and steal data like credit card numbers or login credentials. Your WAF sees the legitimate script delivery, but is blind to what that script does once it's running on the client-side. Source: https://cside.com/faq/whats-the-fundamental-difference-between-server-side-attacks-that-wafs-catch-and-client-side-attacks-miss #### Why can't my WAF protect against client-side attacks like Magecart and skimming? WAFs are designed to analyze HTTP requests coming into your server, [but client-side attacks](https://cside.com/blog/the-biggest-magecart-attacks-in-history-so-far) happen after your legitimate content has already been delivered to the user's browser. [A malicious script would execute within the browser environment](https://cside.com/blog/what-are-digital-skimmers), collecting sensitive data and sending it to attacker-controlled servers. A WAF would not have visibility into that payload by design. Since this activity happens on the client-side after your webserver responds, your WAF never sees the malicious behavior or data theft occurring. Source: https://cside.com/faq/why-cant-my-waf-protect-against-client-side-attacks-like-magecart-and-skimming-2 ### cside Platform #### Does a CSP provide enough security? CSP is a great base-layer when it comes to client-side security. Depending on your needs, it can provide enough security, but it's not the highest level achievable. A CSP cannot see the contents of the script. Thus, should they turn malicious, you will be susceptible to an attack. If you run a limited level of considered safe scripts, and depending on your internal risk evaluation, a CSP is a great way to start. Especially with free offerings like ours. Source: https://cside.com/faq/does-a-csp-provide-enough-security #### Why doesn't a Content Security Policy (CSP) make us PCI compliant? Requirements 6.4.3 and 11.6.1 of PCI DSS mandate scripts and HTTP headers to be monitored for changes. A Content Security Policy can only control the sources from where scripts are fetched. It has no view inside the script payload, hence it cannot spot changes that are required to meet PCI DSS demands. Source: https://cside.com/faq/why-doesnt-a-content-security-policy-csp-make-us-pci-compliant #### Why do you offer CSP for free? We fundamentally believe every individual and operation should be able to secure themselves. We understand that not every business has the resources to get the right security measures in place. Therefore, we want to contribute to this belief by offering this base level of security for free. Source: https://cside.com/faq/why-do-you-offer-csp-for-free #### Can cside work alongside my existing WAF without conflicts? We monitor an entirely different dimension of the application stack; hence, there is no interference. Our platform co-exists with your existing security solutions. Your main website inbound traffic is continuously protected by your WAF, while cside focuses on client-side JavaScript security. Your WAF handles incoming requests, while we handle outgoing requests from browsers to third-party scripts. We can assure that there is no conflict or overlap in functionality. Source: https://cside.com/faq/can-cside-work-alongside-my-existing-waf-without-conflicts #### How does cside's approach compare to the complexity of managing a WAF? Cside is much simpler because we're only handling JavaScript files, not your entire web infrastructure. With a WAF, you need to configure rules for all your traffic, manage SSL certificates, handle different content types, and worry about breaking legitimate requests. A WAF also has no overlap with cside, as a WAF monitors inbound requests, not client-side activity or server responses to the client-side. [While some WAF vendors inject Content Security Policies,](https://cside.com/blog/why-csp-doesnt-work) we built cside from the ground up to address client-side security by design and not as an afterthought. With cside, you simply add our NPM package or include a single script tag on your pages and configure which third-party scripts you want us to analyze. There's no need to restructure your entire web architecture or change how your traffic is routed. Source: https://cside.com/faq/how-does-csides-approach-compare-to-the-complexity-of-managing-a-waf #### How does the implementation complexity compare between cside and deploying a WAF? Implementing cside is dramatically simpler than deploying a WAF. A WAF requires changing DNS records, setting up SSL certificates, testing, and configuring firewall rules before deployment in production, potentially restructuring your entire web infrastructure. Cside implementation is just adding our NPM package or one script tag to your pages and configuring which third-party scripts you want analyzed through our dashboard. You can have a proof-of-concept running in minutes on our free plan, not weeks like a WAF deployment. Source: https://cside.com/faq/how-does-the-implementation-complexity-compare-between-cside-and-deploying-a-waf #### What happens if cside detects a malicious script on my website? When a script passes through cside, it is analysed in detail using a range of detection engines asynchronously. Creating a list of bad scripts stopped from being delivered if seen. [Cside users receive instant alerts](https://cside.com/changelog#notifications-engine-released) through webhooks or email and can also integrate their SIEM. The complete malicious payload is preserved for forensic analysis, and you receive detailed reports showing exactly what was attempted. This gives your security team everything needed for incident response and helps prevent similar attacks in the future. Unlike solutions that rely on threat feed intel or crawl pages, cside stops the attack in real-time. Source: https://cside.com/faq/what-happens-if-cside-detects-a-malicious-script-on-my-website #### How does cside's client-side security platform work differently? Cside watches every third-party script before it reaches your users' browsers without slowing anything down. Instead of seeing only filtered or partial data through scans, [Cside sees exactly what each browser is doing in real time](https://cside.com/blog/top-client-side-security-tools-full-guide). This helps catch attacks that only happen in certain situations, spot complex threats, and keep a full record of every script so your team can respond quickly. You get full visibility and protection right where your applications run. Source: https://cside.com/faq/how-does-csides-client-side-security-platform-work-differently #### Does cside actually show the code of the scripts in the dashboard? Yes, and this is unique about our solution. Not only do we show the scripts, we are certain that script was the one your user received. This is the result of our no compromises, Script method. Source: https://cside.com/faq/does-cside-actually-show-the-code-of-the-scripts-in-the-dashboard #### How does cside assure AI safety? When using AI it is important to understand what data you expose and where it is being sent to. While the scripts we process are publicly accessible and should not contain sensitive data, we didn’t take any risks. Cside uses self hosted open source models with no public internet exposure. Meaning any data we review using AI has no way out by design, no surprises. Source: https://cside.com/faq/how-does-cside-assure-ai-safety #### Can cside detect attacks that only target specific users or time periods? Yes, this is where cside really shines compared to other solutions. Since we hash and analyze every script for every user session, we catch conditional attacks that only fire for 1 in 1,000 visitors or specific geographic regions. Most attacks are designed to avoid security solutions by only activating at specific hours and for certain user types on certain devices often targeting a small percentage of visitors for weeks at a time and avoiding security solutions. The Script method means these targeted threats are identified the moment they appear, not weeks later when a customer flags a data loss incident. Source: https://cside.com/faq/can-cside-detect-attacks-that-only-target-specific-users-or-time-periods #### Does cside impact website performance or slow down page loading? Cside often improves performance. Static scripts are cached on our side, so they load quickly, and dynamic scripts only add 8-20ms of latency - that's less than a human eye blink. Many customers see better page load times because we block resource-heavy malicious code before it can execute. Source: https://cside.com/faq/does-cside-impact-website-performance-or-slow-down-page-loading #### What kind of reporting and dashboard features does cside provide? We provide a full-featured dashboard with live script monitoring such as live script monitoring, search capabilities, and automated compliance reporting. A summary of any script or security header changes in PDF is sent to you every week. On the other hand, any critical event triggers an instant webhook alert to your security team. We designed the dashboard with PCI compliance in mind, providing auditor-ready reports that align directly with testing procedures. Exporting data to CSV, integrating with your SIEM, or sending logs to your own S3 bucket are also some of its features. Source: https://cside.com/faq/what-kind-of-reporting-and-dashboard-features-does-cside-provide #### Why should I choose cside over writing my own Content Security Policies or basic script monitoring? Writing a good Content Security Policy is hard; maintaining it over time is way harder. Attackers can easily compromise approved CDNs or use trusted domains to bypass these basic protections. With CSP, you don’t have script payload visibility, creating an allowlist for the source but not restricting its actions. Cside provides deep payload analysis, AI-driven threat detection, and complete forensic history that basic solutions can't match. When you're dealing with PCI compliance and customer data protection, [you need a solution that actually works, not just one that checks a compliance box.](https://cside.com/blog/why-csp-doesnt-work) Source: https://cside.com/faq/why-should-i-choose-cside-over-writing-my-own-content-security-policies-or-basic-script-monitoring #### Can cside work with modern websites built on React, Angular, or other frameworks? Cside operates at the browser JavaScript engine level. It works identically with any framework, including React, Angular, Vue... Subrequests are automatically rewritten and analyzed just like any other resource. Cside adapts to your existing tech stack without requiring major architectural changes. Source: https://cside.com/faq/can-cside-work-with-modern-websites-built-on-react-angular-or-other-frameworks-2 #### Can cside work with modern websites built on React, Angular, or other frameworks? Answer: Cside operates at the browser JavaScript engine level. It works identically with any framework, including React, Angular, Vue... Subrequests are automatically rewritten and analyzed just like any other resource. Cside adapts to your existing tech stack without requiring major architectural changes. Source: https://cside.com/faq/can-cside-work-with-modern-websites-built-on-react-angular-or-other-frameworks ## Glossary (52 terms) ### 1st-Party script First-party scripts are pieces of JavaScript served directly from a website's own domain. They're typically under the control of that site's development team, making them simpler to audit and manage. Because the site itself hosts them, administrators can use internal code reviews, version control, and strict security headers (such as Content Security Policy) to reduce vulnerabilities. However, even first-party scripts may contain security flaws due to dependency chains, which are typically compiled via a package manager. In a client-side security context, properly vetting and updating first-party code is crucial to defending against attacks like cross-site scripting (XSS) and data exfiltration. Source: https://cside.com/glossary/1st-party-script ### 3rd-Party script Third-party scripts are scripts loaded from external domains, such as analytics services, ad networks, or embedded widgets. While they enhance functionality and user experience, they also introduce risk because site owners have limited control over their codebase and updates. Compromise of a third-party provider can cascade to every site that loads the provider's script, potentially enabling attackers to steal data or inject malicious payloads. Monitoring dependencies, applying Subresource Integrity (SRI) checks, and periodically reviewing trusted sources are essential steps for maintaining strong client-side security with third-party code. Source: https://cside.com/glossary/3rd-party-script ### Browser Exploit Kits Browser exploit kits are collections of malicious tools designed to probe web browsers (and their plugins) for known vulnerabilities. Delivered through compromised or malicious sites, these kits detect the user's browser details and deliver tailored exploits, often installing malware silently. From a client-side security standpoint, regularly updating browsers, disabling unnecessary plugins, and deploying browser sandboxing help defend against exploit kits. Because they automate scanning and exploitation, exploit kits continue to be a major threat in client-side environments. Source: https://cside.com/glossary/browser-exploit-kits ### Browser Fingerprinting Browser fingerprinting is a technique used to identify and track web browsers and their underlying technologies. It involves collecting and analyzing data about the browser's configuration, plugins, and other features to create a unique identifier. This method is often used for analytics, ad targeting, and user tracking. However, it can also be exploited by attackers to track user behavior across different sites, potentially compromising user privacy and security. To defend against fingerprinting, developers can use techniques like browser sandboxing, implementing privacy policies, and deploying browser fingerprinting countermeasures. Source: https://cside.com/glossary/browser-fingerprinting ### Browser Plugins and Extensions Browser plugins and extensions extend the functionality of web browsers, such as adding ad-blocking or password management features. However, poorly coded or malicious plugins can inject scripts, capture keystrokes, and exfiltrate sensitive data. From a client-side security viewpoint, limiting the number of extensions installed, keeping them up to date, and reviewing their permissions can thwart many browser-based attacks. Security policies and corporate controls often restrict or whitelist certain plugins to avoid introducing vulnerabilities. Source: https://cside.com/glossary/browser-plugins-and-extensions ### Browser Sandboxing A browser sandbox is an isolated execution environment designed to confine web content within strict boundaries. Modern browsers use sandboxing to limit how loaded web pages and scripts interact with the underlying operating system, and to prevent tabs from talking to each other. If an attacker exploits a flaw in the browser, the sandbox helps prevent malicious code from escaping to the larger system. In the client-side security landscape, sandboxing is one of the core mitigations against attacks like drive-by downloads and memory corruption exploits. Source: https://cside.com/glossary/browser-sandboxing ### Cache Poisoning Cache poisoning occurs when malicious data is injected into a browser's cache, causing it to serve compromised content even after the original attack. This can affect both browser and DNS caches, potentially redirecting users to malicious sites or serving altered JavaScript. From a client-side security perspective, implementing proper cache controls, using HTTPS, and validating cached resources help prevent poisoning attacks. Modern security headers like Cache-Control and proper SSL/TLS configuration are crucial defenses. Source: https://cside.com/glossary/cache-poisoning ### Clickjacking Clickjacking is an attack where malicious actors trick users into clicking something different from what they perceive, often by overlaying transparent elements over legitimate buttons or links. This can lead to unwanted actions, data theft, or malware installation. To prevent clickjacking, developers implement frame-busting code and use security headers like X-Frame-Options or CSP frame-ancestors to control how their pages can be embedded in iframes. Source: https://cside.com/glossary/clickjacking ### Client-Side Security Client-side security focuses on protecting web applications where they run in the user's browser. This includes securing JavaScript execution, preventing data theft, protecting against XSS attacks, and ensuring safe resource loading. It encompasses everything from input validation to secure storage practices and proper implementation of security headers. As web applications grow more complex and process more sensitive data in the browser, client-side security matters more than ever. Source: https://cside.com/glossary/client-side-security ### Content Security Policy (CSP) Content Security Policy is a browser security mechanism that helps prevent various types of attacks, including Cross-Site Scripting (XSS) and other code injection attacks. CSP works by specifying which content sources the browser should consider valid, controlling everything from script execution to image loading. It provides granular control over resource loading and helps maintain a strict security boundary around web applications. Source: https://cside.com/glossary/content-security-policy ### CORS (Cross-Origin Resource Sharing) CORS is a security feature implemented by browsers that controls how web pages in one domain can request and interact with resources from another domain. It helps prevent unauthorized cross-origin access while allowing legitimate cross-origin data sharing. CORS uses HTTP headers to establish a dialog between browsers and servers, determining whether cross-origin requests should be permitted based on the origin and other factors. Source: https://cside.com/glossary/cors ### CSP Nonce A CSP nonce is a unique, random value generated per page load that helps validate legitimate inline scripts within a Content Security Policy. By adding this nonce to both the CSP header and allowed script tags, developers can permit specific inline scripts while maintaining strong XSS protections. This approach is particularly useful when dynamic script insertion is necessary but a strict CSP is desired. Source: https://cside.com/glossary/csp-nonce ### Cross-Site Scripting (XSS) Cross-Site Scripting is a security vulnerability where attackers inject malicious scripts into web pages viewed by other users. These scripts can steal session tokens, cookies, and other sensitive data, or perform actions on behalf of the user. XSS comes in several forms: reflected (via URL parameters), stored (in databases), and DOM-based (in client-side JavaScript). Prevention requires proper input validation, output encoding, and Content Security Policy implementation. Source: https://cside.com/glossary/cross-site-scripting ### Digital Skimmers Digital skimmers are malicious scripts injected into websites to steal sensitive information, particularly payment card data. Similar to physical card skimmers, these scripts intercept data as users enter it into web forms. Magecart attacks are a notorious example of digital skimming. Prevention involves monitoring third-party scripts, implementing CSP, and regularly scanning for unauthorized code changes. Source: https://cside.com/glossary/digital-skimmers ### DOM Sanitization DOM Sanitization is the process of cleaning and validating HTML content before it's inserted into the Document Object Model, helping prevent XSS attacks and other injection vulnerabilities. Modern browsers provide built-in sanitizer APIs, while various libraries offer sanitization functions. Proper sanitization is crucial when dealing with user-generated content or third-party data that needs to be rendered as HTML. Source: https://cside.com/glossary/dom-sanitization ### DOM-based XSS DOM-based XSS occurs when malicious scripts are executed through client-side JavaScript that modifies the DOM in an unsafe way. Unlike traditional XSS, these attacks don't need to interact with the server. They typically exploit vulnerable JavaScript that processes data from unsafe sources like URL parameters. Prevention requires careful handling of user input in client-side code and proper output encoding. Source: https://cside.com/glossary/dom-based-xss ### Drive-by Download A drive-by download attack occurs when malicious software is downloaded and sometimes installed without the user's knowledge or consent simply by visiting a compromised website. These attacks often exploit browser, plugin, or operating system vulnerabilities. Protection involves keeping software updated, using modern browsers with security features enabled, and implementing strong Content Security Policies. Source: https://cside.com/glossary/drive-by-download ### Fingerprinting Resistance Fingerprinting resistance refers to techniques and technologies that prevent websites from creating unique identifiers based on browser characteristics. This includes limiting access to certain APIs, randomizing certain values, and implementing privacy-preserving alternatives to common tracking methods. Modern browsers increasingly include built-in fingerprinting resistance to protect user privacy. Source: https://cside.com/glossary/fingerprinting-resistance ### Frame Busting Frame busting is a security technique that prevents a web page from being embedded within an iframe on another site, helping prevent clickjacking attacks. While traditional frame busting used JavaScript, modern approaches rely on the X-Frame-Options header or CSP frame-ancestors directive. This protection is crucial for sites handling sensitive actions or data. Source: https://cside.com/glossary/frame-busting ### Fuzzing (Client-Side) Client-side fuzzing is a testing technique that inputs random, malformed, or unexpected data into browser-based applications to identify security vulnerabilities and bugs. It helps discover issues in input handling, DOM manipulation, and JavaScript execution. Modern fuzzing tools often combine random input generation with coverage-guided algorithms to maximize test effectiveness. Source: https://cside.com/glossary/fuzzing ### HTML Injection HTML injection occurs when an attacker is able to insert arbitrary HTML tags into a web page, potentially leading to XSS attacks or page structure manipulation. While less severe than script injection, HTML injection can still enable various attacks including content spoofing and style-based attacks. Prevention requires proper input validation and output encoding. Source: https://cside.com/glossary/html-injection ### HTTPS HTTPS (HTTP Secure) encrypts data transmitted between browsers and web servers, protecting against eavesdropping and man-in-the-middle attacks. It ensures data integrity and authenticity through SSL/TLS certificates. Modern web security best practices mandate HTTPS for all web traffic, with features like HSTS ensuring consistent encryption. Source: https://cside.com/glossary/https ### HttpOnly Cookies HttpOnly cookies are cookies that cannot be accessed through client-side JavaScript, providing protection against XSS attacks attempting to steal session tokens. This attribute ensures that even if an attacker manages to execute malicious scripts, they cannot directly access these cookies. It's a crucial security measure for session management and authentication. Source: https://cside.com/glossary/httponly-cookies ### HSTS (Strict Transport Security) HTTP Strict Transport Security is a security policy mechanism that helps protect websites against protocol downgrade attacks and cookie hijacking. It allows web servers to declare that browsers should interact with them only via secure HTTPS connections. Once set, HSTS prevents users from bypassing certificate warnings and ensures encrypted connections. Source: https://cside.com/glossary/hsts ### IndexedDB IndexedDB is a low-level API for client-side storage of significant amounts of structured data. While powerful, it requires careful security consideration as stored data could be vulnerable to XSS attacks. Proper data sanitization, access controls, and encryption of sensitive data are essential when using IndexedDB in web applications. Source: https://cside.com/glossary/indexeddb ### JavaScript Injection JavaScript injection occurs when an attacker manages to insert and execute unauthorized JavaScript code in a web application. This can lead to data theft, session hijacking, or other malicious actions. Prevention requires proper input validation, output encoding, Content Security Policy implementation, and careful handling of dynamic code evaluation. Source: https://cside.com/glossary/javascript-injection ### JavaScript Obfuscation JavaScript obfuscation is the process of making code harder to understand while maintaining its functionality. While legitimate uses include protecting intellectual property, malicious actors often use obfuscation to hide attack code. Modern security tools must balance detecting malicious obfuscated code while respecting legitimate business needs for code protection. Source: https://cside.com/glossary/javascript-obfuscation ### Local Storage Local Storage is a web storage API allowing websites to store key-value pairs in a browser with no expiration time. While convenient for client-side data persistence, it requires careful security consideration as stored data is accessible to any JavaScript running on the origin. Sensitive data should be encrypted, and input must be validated to prevent XSS attacks. Source: https://cside.com/glossary/local-storage ### Magecart Attacks Magecart attacks involve injecting malicious JavaScript into eCommerce websites to steal payment card data. These attacks often target third-party scripts and supply chain vulnerabilities. Prevention requires vigilant monitoring of third-party resources, implementing CSP, regular security scanning, and maintaining secure coding practices. Source: https://cside.com/glossary/magecart-attacks ### Man-in-the-Browser Attack (MitB) A Man-in-the-Browser attack occurs when malware infects a web browser, allowing it to modify web pages, transaction content, or insert additional transactions in a covert fashion. These attacks are particularly dangerous as they can bypass many traditional security controls including HTTPS and two-factor authentication. Source: https://cside.com/glossary/man-in-the-browser ### Memory Corruption Vulnerabilities Memory corruption vulnerabilities in browsers can allow attackers to execute arbitrary code or crash the browser through manipulation of memory contents. These low-level vulnerabilities often affect browser engines and plugins. Modern browsers implement various protections including process isolation and sandboxing to mitigate these risks. Source: https://cside.com/glossary/memory-corruption ### Mixed Content Mixed content occurs when initial HTML is loaded over HTTPS, but other resources (like images or scripts) are loaded over insecure HTTP. This creates security vulnerabilities as these insecure resources could be modified in transit. Modern browsers block mixed content by default, and security best practices require all resources to be served via HTTPS. Source: https://cside.com/glossary/mixed-content ### Network Inspector Tools Network inspector tools, built into modern browsers, allow developers to monitor and debug web traffic, resource loading, and security issues. While essential for development and debugging, these tools can also be used by attackers to analyze applications. Security measures should account for the information exposed through these tools. Source: https://cside.com/glossary/network-inspector-tools ### Polyglot Payloads Polyglot payloads are attack strings that are valid in multiple contexts, potentially bypassing security filters. For example, a string might be both valid JavaScript and valid HTML. These sophisticated payloads can exploit parser differences and escape sanitization. Prevention requires context-aware input validation and output encoding. Source: https://cside.com/glossary/polyglot-payloads ### Redress Attacks Redress attacks manipulate how users visualize and interact with web elements, often by overlaying malicious content over legitimate interfaces. These attacks can include clickjacking and UI redressing. Prevention involves proper frame busting, security headers like X-Frame-Options, and careful consideration of UI design and implementation. Source: https://cside.com/glossary/redress-attacks ### Reflected XSS Reflected XSS occurs when malicious scripts are included in URLs and immediately reflected back to users without proper sanitization. These attacks typically require social engineering to convince users to click malicious links. Prevention involves input validation, output encoding, and implementing Content Security Policy headers. Source: https://cside.com/glossary/reflected-xss ### Same-Origin Policy (SOP) The Same-Origin Policy is a critical browser security mechanism that restricts how a document or script loaded from one origin can interact with resources from other origins. It helps prevent malicious sites from reading sensitive data from other websites. The policy considers two URLs to have the same origin if they share the same protocol, host, and port number. Source: https://cside.com/glossary/same-origin-policy ### Sandbox Attribute for Iframes The sandbox attribute for iframes provides fine-grained control over what content within an iframe can do. It can restrict actions like form submission, JavaScript execution, and popup creation. This helps protect against malicious content in embedded frames while still allowing legitimate functionality. The attribute can be configured with specific permissions as needed. Source: https://cside.com/glossary/sandbox-attribute ### Secure Cookies Secure cookies are HTTP cookies with special attributes that enhance security. The 'Secure' flag ensures cookies are only sent over HTTPS connections, while 'HttpOnly' prevents JavaScript access to cookies, protecting against XSS attacks. The 'SameSite' attribute helps prevent CSRF attacks by controlling how cookies are sent in cross-site requests. Source: https://cside.com/glossary/secure-cookies ### Secure Headers Secure headers are HTTP response headers that tell browsers how to handle various security aspects of web content. These include headers like HSTS, CSP, X-Frame-Options, and others. Properly configured security headers provide an additional layer of defense against various attacks including XSS, clickjacking, and protocol downgrade attacks. Source: https://cside.com/glossary/secure-headers ### Service Workers Service Workers are scripts that run in the background, separate from web pages, enabling features like offline functionality and push notifications. While powerful, they require careful security consideration as they can intercept and modify network requests. They must be served over HTTPS and follow same-origin restrictions. Source: https://cside.com/glossary/service-workers ### Session Hijacking Session hijacking occurs when an attacker steals or impersonates a user's valid session identifier to gain unauthorized access to web applications. This can happen through various means including XSS, network sniffing, or predictable session tokens. Prevention involves secure session management, using HTTPS, and implementing proper session timeout policies. Source: https://cside.com/glossary/session-hijacking ### Session Storage Session Storage is a web storage API that maintains a separate storage area for each origin that's available for the duration of the page session. Unlike Local Storage, data persists only as long as the browser window remains open. While more temporary than Local Storage, it still requires security considerations for stored sensitive data. Source: https://cside.com/glossary/session-storage ### Stored XSS Stored XSS (Cross-Site Scripting) occurs when malicious scripts are permanently stored on target servers and later displayed to users who access affected pages. This type of XSS is particularly dangerous as it affects all visitors to the compromised page. Prevention requires proper input validation, output encoding, and content security policies. Source: https://cside.com/glossary/stored-xss ### Subresource Integrity (SRI) Subresource Integrity is a security feature enabling browsers to verify that resources they fetch are delivered without unexpected manipulation. It works by providing a cryptographic hash that a fetched resource must match. This is particularly important for content delivered via CDNs or other third-party hosts. Source: https://cside.com/glossary/subresource-integrity ### Transport Layer Security (TLS) TLS is a cryptographic protocol that provides secure communication over computer networks. In web browsers, it enables HTTPS, ensuring data confidentiality, integrity, and authentication between clients and servers. Modern web applications should use the latest TLS version and proper cipher configurations to maintain security. Source: https://cside.com/glossary/transport-layer-security ### User-Agent Spoofing User-Agent spoofing involves modifying the User-Agent string that browsers send to identify themselves to servers. While sometimes used legitimately for compatibility, it can also be used maliciously to bypass security controls or impersonate different browsers. Applications should not rely solely on User-Agent strings for security decisions. Source: https://cside.com/glossary/user-agent-spoofing ### Web Assembly (Wasm) Web Assembly is a binary instruction format for stack-based virtual machines that enables high-performance execution of code in web browsers. While it runs in a sandboxed environment, security considerations include proper input validation and memory safety. Wasm modules should be treated with the same security scrutiny as other client-side code. Source: https://cside.com/glossary/web-assembly ### Web Crypto API The Web Crypto API provides a standardized interface for performing cryptographic operations in web applications. It offers secure random number generation, hashing, signing, and encryption capabilities. While more secure than implementing cryptography in JavaScript, proper key management and algorithm selection remain critical. Source: https://cside.com/glossary/web-crypto-api ### Web Extensions Web Extensions are browser add-ons built using standardized APIs, allowing them to modify and enhance browser functionality. While powerful, they can pose security risks if compromised or malicious. Extensions should be carefully vetted, and their permissions should be limited to only what's necessary for their intended function. Source: https://cside.com/glossary/web-extensions ### X-Content-Type-Options X-Content-Type-Options is a HTTP header that prevents browsers from MIME-sniffing a response away from the declared content-type. This helps prevent attacks where browsers might interpret files as a different content-type than what was intended. The header should be set to 'nosniff' to enforce strict MIME type checking. Source: https://cside.com/glossary/x-content-type-options ### X-XSS-Protection X-XSS-Protection is a HTTP header that enables built-in XSS filtering in some browsers. While modern browsers rely more on Content Security Policy, this header provides an additional layer of protection for older browsers. It can be configured to block or sanitize detected XSS attempts. Source: https://cside.com/glossary/x-xss-protection ## Learning Center ### Content Security Policy (CSP): How It Works and Its Limitations Source: https://cside.com/learning/what-is-csp ## TL;DR: Content Security Policy - **Content Security Policy (CSP) is an HTTP response header that tells the browser which sources of code, images, and connections your page is allowed to load.** It is the primary browser-native defense against XSS and script injection. - **CSP works by declaring an allowlist per resource type** (script-src, img-src, connect-src, etc.). Anything not on the list is blocked by the browser before it executes. - **CSP alone is not enough for PCI DSS 4.0.1 compliance.** Requirement §6.4.3 needs script inventory and authorization; §11.6.1 needs tamper detection. Both go beyond what CSP can enforce, especially against a compromised allowlisted domain like the Polyfill.io 2024 incident. **Content Security Policy** A Content Security Policy (CSP) is a browser security standard defined by the World Wide Web Consortium ([W3C](https://www.w3.org)). It helps developers protect websites from client-side attacks such as cross-site scripting (XSS) and data injection. By specifying trusted sources for scripts, styles, and media, a CSP acts as a whitelist that browsers enforce automatically as part of the browser’s client-side security model. ## What Does CSP Stand For? CSP stands for **Content Security Policy**. It is an HTTP response header (also settable via a `` tag in the page ``) that tells the browser which sources of scripts, styles, images, and connections a page is allowed to load, and blocks anything not on that allowlist before it executes. ## Summary (TL;DR) - CSP defines which sources a browser can trust. - It helps block injected or unauthorized scripts. - It reduces XSS and data exfiltration risks. - Best used together with input validation and HTTPS. - Requires ongoing maintenance and testing. ## Understanding Content Security Policy (CSP) Content Security Policy (CSP) is a browser security feature that was implemented to mitigate certain types of browser-based attacks, like cross-site scripting. The CSP was standardized by the [World Wide Web Consortium (W3C)](https://www.w3.org/TR/CSP3/) in the [CSP Level 3 specification](https://www.w3.org/TR/CSP3/), it allows a website to send a set of rules (via HTTP response headers or tags inside the HTML ) that instructs the browser which content sources are allowed. These rules, called directives, specify approved origins for scripts, images, styles, iframes, and more. The primary purpose of using CSP is to have full control of where scripts are loaded from, along with controlling which scripts a page is permitted to execute, thus attempting to prevent injected or unauthorized scripts from running. For example, a CSP directive might state that scripts should only load from the site’s own domain (done by using ‘self’), or from specific trusted domains. The browser will then block any script file or inline script that’s not from an allowed source, providing a crucial defense against XSS attacks where an attacker tries to inject malicious ``` ### 3. Hash-based inline scripts ```http Content-Security-Policy: script-src 'sha256-B2yPHKaXnvFWtRChIbabYmUBFZdVfKKXHbWtWidDVF8='; ``` Generate the hash with: `echo -n "your inline script contents" | openssl dgst -sha256 -binary | openssl base64` ### 4. Report-Only mode (no blocking, just monitoring) ```http Content-Security-Policy-Report-Only: default-src 'self'; script-src 'self' https://cdn.example.com; report-to csp-endpoint; ``` ### 5. Report-To endpoint (modern reporting) ```http Report-To: {"group":"csp-endpoint","max_age":10886400,"endpoints":[{"url":"https://example.com/csp-report"}]} Content-Security-Policy: default-src 'self'; report-to csp-endpoint; ``` ### 6. Sample violation payload ```json { "csp-report": { "document-uri": "https://example.com/checkout", "referrer": "", "violated-directive": "script-src 'self'", "effective-directive": "script-src", "original-policy": "default-src 'self'; report-uri /csp-report", "disposition": "enforce", "blocked-uri": "https://malicious.example/skimmer.js", "line-number": 42, "source-file": "https://example.com/checkout", "status-code": 200, "script-sample": "" } } ``` ### 7. Express.js middleware ```js app.use((req, res, next) => { res.setHeader( "Content-Security-Policy", "default-src 'self'; script-src 'self' https://cdn.example.com; report-uri /csp-report", ); next(); }); app.post("/csp-report", express.json({ type: "application/csp-report" }), (req, res) => { console.log("CSP violation", req.body); res.sendStatus(204); }); ``` ### 8. Cloudflare Worker ```js export default { async fetch(request, env) { const response = await fetch(request); const headers = new Headers(response.headers); headers.set( "Content-Security-Policy", "default-src 'self'; script-src 'self' https://cdn.example.com; report-to csp-endpoint", ); return new Response(response.body, { status: response.status, headers }); }, }; ``` ### Expanded directive reference Beyond the seven directives above, CSP defines several more that show up in production hardening work: | Directive | Purpose | | --------------------------- | ------------------------------------------------------------------------------------------- | | `strict-dynamic` | Trusts scripts loaded by an already-trusted (nonce or hash) script. Simplifies CDN loading. | | `upgrade-insecure-requests` | Auto-upgrades `http:` subresources to `https:`. Kills mixed-content warnings. | | `require-trusted-types-for` | Enforces Trusted Types on dangerous DOM sinks (e.g. `innerHTML`, `Function()`). | | `sandbox` | Applies iframe-style sandboxing to the whole page. Powerful, requires careful testing. | | `form-action` | Restricts where `
` submissions may POST to. Blocks phishing redirects. | | `base-uri` | Locks the `` element to specific origins. Prevents `` injection attacks. | | `manifest-src` | Controls where a web-app manifest may load from. | | `media-src` | Restricts `