Author

Byunghoon Oh

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Jul 2026

Unlearnable Faces: Privacy Protection Surviving Extraction Pipeline

LPID attains the lowest attacker accuracy of all methods in every setting the authors evaluate, holding the attacker below $10\% under crop+resize extraction on identities unseen at protection time, while remaining imperceptible at $32.7$\,dB PSNR and $0.161$ LPIPS.

Byunghoon Oh, Sunghwan Park, Jaewoo Lee · arXiv.org · 0 citations