2. Evasion, Debugger, & Anti-Stealth Traps
Clean Context Iframe
Detection approach
Clean Context Iframe trap triggered. The browser's primary window object reports standard user metrics, but a deeply nested double-iframe bypasses the automation stealth hooks and leaks the true headless identity.
How this helps detect bots
This signal is assessed with other independent session, browser, and network evidence. A single anomaly is a lead, not a verdict; corroborating anomalies make automated traffic more likely.
Legitimate traffic to consider
None. Pure automation bypass trap that fails to compile on clean human browser engines.