# 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 bycside AI April 15th 2026 ApprovedPendingApproved Pixelio pixelio.co ApprovedPendingApproved MarketingApril 15th 2026 Fires conversion pixels on completed checkouts Created bycside AI April 15th 2026 ApprovedPendingApproved Helio helio-analytics.com ApprovedPendingApproved AnalyticsApril 15th 2026 Verified hash matches the previous approved version Created bycside AI April 15th 2026 ApprovedPendingApproved Beamline beamline.com ApprovedPendingApproved CommunicationApril 15th 2026 Loads support chat widget after user interaction Created bycside AI April 15th 2026 ApprovedPendingApproved cside First-party ApprovedPendingApproved First-partyApril 15th 2026 First-party telemetry agent, managed by cside Created bycside AI April 15th 2026 ApprovedPendingApproved [  PCI DSS 4.0.1 SAQ-D  SOC 2 Type II  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) [ Top Performer](https://sourceforge.net/software/product/cside/)[ Highly Rated ](https://www.g2.com/products/cside/reviews)[ 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 [](https://www.g2.com/products/cside/reviews)[ ](https://sourceforge.net/software/product/cside/)[ ](https://sourceforge.net/software/product/cside/)[](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)   ## 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) [ Top Performer](https://sourceforge.net/software/product/cside/)[ Highly Rated ](https://www.g2.com/products/cside/reviews)[ 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 [](https://www.g2.com/products/cside/reviews)[ ](https://sourceforge.net/software/product/cside/)[ ](https://sourceforge.net/software/product/cside/)[](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 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 CEO & Founder · cside  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.  [ 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 bycside AI April 15th 2026 ApprovedPendingApproved Pixelio pixelio.co ApprovedPendingApproved MarketingApril 15th 2026 Fires conversion pixels on completed checkouts Created bycside AI April 15th 2026 ApprovedPendingApproved Helio helio-analytics.com ApprovedPendingApproved AnalyticsApril 15th 2026 Verified hash matches the previous approved version Created bycside AI April 15th 2026 ApprovedPendingApproved Beamline beamline.com ApprovedPendingApproved CommunicationApril 15th 2026 Loads support chat widget after user interaction Created bycside AI April 15th 2026 ApprovedPendingApproved cside First-party ApprovedPendingApproved First-partyApril 15th 2026 First-party telemetry agent, managed by cside Created bycside AI April 15th 2026 ApprovedPendingApproved > ★★★★★ > > “A simple PCI DSS solution backed by outstanding support” [ SourceForge Top Performer](https://sourceforge.net/software/product/cside/)[ G2 4.8 / 5 ](https://www.g2.com/sellers/cside)[ 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 4.0.1 6.4.3 & 11.6.1 ready  SOC 2 Audited controls  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  [ 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  SOC 2  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.  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.  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  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 · live signals MONITORING DevicesAwaiting signal… NetworkAwaiting signal… EnvironmentAwaiting signal… WritingAwaiting signal… FLAGGED: DPRK\_IT\_WORKER\_INDICATORSAuto-rejected · Team notified  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.  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)  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.  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  SOC 2  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.  ### 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)  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  SOC 2  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)  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  SOC 2  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)  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  SOC 2  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)  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  SOC 2  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)  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  SOC 2  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)  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  SOC 2  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)  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  SOC 2  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)  ## 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.  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  SOC 2  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.  ### 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.  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)  ## 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.  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  SOC 2  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.  ### 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.  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.  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)  ## 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.  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  SOC 2  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.  ### 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)  ## 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.  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  SOC 2  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.  ## 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.  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.  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.  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.  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.  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.  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.  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.  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) [  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) [  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) [  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) [  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) [  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) [  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) [  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) [  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) [  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) [  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) [  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) [  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) [  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 [ ](/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) [  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) [  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) [  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) [  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) [  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) [  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) [  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) [  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) [  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) [  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) [  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) [  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 Download](https://trust.cside.com/)[ PCI DSS AOC Download ](https://trust.cside.com/)[ 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.  ### 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 |
| 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 |
| 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 |
| 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 |
| 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". |
| 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 |
| Award | cside | Jscrambler |
|---|---|---|
| 2026 Globee® Cybersecurity Awards: Client-Side Security | 🥇 Gold (Best of Category) | 🥈 Silver |

"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
| 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. |
Your site's availability becomes dependent on Trusted Knight's uptime. This is a meaningful risk for financial institutions with SLA obligations.
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.
| 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 |
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 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.
**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
**3.7 ★★★☆☆** Gartner Reviews
| 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 |
Deployed on the application. Operates inside the browser session.
DNS redirect routes all traffic through Trusted Knight's cloud.
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.
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.