AI RESEARCH
From Pixels to Reality: Physical-Digital Patch Attacks on Real-World Camera
arXiv CS.CV
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ArXi:2603.28425v1 Announce Type: new This nstration presents Digital-Physical Adversarial Attacks (DiPA), a new class of practical adversarial attacks against pervasive camera-based authentication systems, where an attacker displays an adversarial patch directly on a smartscreen instead of relying on printed artifacts. This digital-only physical presentation enables rapid deployment, removes the need for total-variation regularization, and improves patch transferability in black-box conditions.