← All bot detection signals

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.

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