A plug-in defense that hardens reference images and smooths match decisions reduces evasion attack success on eight deep perceptual hashes and provides a certified l2 robustness radius near 0.3.
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Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining
A plug-in defense that hardens reference images and smooths match decisions reduces evasion attack success on eight deep perceptual hashes and provides a certified l2 robustness radius near 0.3.