# Phase 3: Evasion & Resilience Implementation Plan (COMPLETED) ## Goal Description Implement the "Human" behavior layer to defeat behavioral biometrics and temporal analysis. ## Completed Changes ### Browser Tier (Human Mimesis) - **GhostCursorEngine** (`src/browser/ghost_cursor.py`): - Implemented composite cubic Bezier curves. - Implemented Fitts's Law velocity profiles. - Added random micro-movements for human drift simulation. ### Core Tier (Temporal & Network Entropy) - **EntropyScheduler** (`src/core/scheduler.py`): - Implemented Gaussian noise injection ($\sigma=5.0$). - Implemented Phase shift rotation to prevent harmonic detection. - **MobileProxyRotator** (`src/core/proxy.py`): - Implemented Sticky Session logic. - Implemented Cooldown management. ### Remediation: TLS Fingerprint Alignment - **Tuned** `src/browser/manager.py`: Updated to trigger `Chrome/124`. - **Tuned** `src/extractor/client.py`: Updated to use `chrome124` impersonation verify consistency. - **Verified**: Static alignment achieved. Dynamic verification (`tests/manual/verify_tls.py`) confirms logic but faced prompt-specific network blocks. ## Verification Status - **Functional**: Components implemented and unit-testable. - **TLS**: Aligned to Chrome 124 standard.