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CLOAK: Adversarial Biometric Cloaker & Hardware Sanitizer

Adversarial noise injection that defeats facial recognition scrapers (ArcFace, FaceNet), PRNU camera sensor pattern dithering, and acoustic voiceprint neutralization.

Facial Biometric & Sensor Pattern Scrambler

Renders micro-perturbations that deceive neural network facial embeddings while remaining natural to the human eye.
ORIGINAL SENSOR IMAGE VULNERABLE EMBEDDING
EXIF: Canon EOS R5 · Serial: #849102-PRNU · ArcFace Match: 98.4%
CLOAKED & PRNU DITHERED CLOAK ACTIVE
EXIF: Stripped · Sensor PRNU: Scrambled · ArcFace Match: < 14.1% [DEFEATED]
Adversarial Embedding Noise (ArcFace / FaceNet) 65% (Optimal Disruption)
Sensor PRNU Dithering & Resampling High (Anti-Forensic)

Acoustic Voice Harmonizer & Room Impulse Remover

Neutralizes biometric voiceprints from audio recordings by shifting formant micro-harmonics and stripping room reverberations.
WEB AUDIO API
Voiceprint Harmonizer: Idle
Formant Frequency Micro-Shift +4.2% (Disruptive)
Room Impulse & Reverb High-Pass Filter 180 Hz Cutoff