AdvReal generates clothing textures via joint 2D-3D adversarial training with non-rigid cloth and lighting simulation, reporting higher attack success against pedestrian detectors than prior patch methods.
Fooling automated surveillance cameras: adversarial patches to attack person detection,
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AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems
AdvReal generates clothing textures via joint 2D-3D adversarial training with non-rigid cloth and lighting simulation, reporting higher attack success against pedestrian detectors than prior patch methods.