A knowledge distillation framework transfers attack features from an unconstrained adversarial patch to a color-constrained stealthy patch, improving attack performance by about 20% on pedestrian detectors.
Invisible pedestrians: Synthesizing adversarial clothing textures to evade industrial camera-based 3d detection,
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Distillation-Enhanced Physical Adversarial Attacks
A knowledge distillation framework transfers attack features from an unconstrained adversarial patch to a color-constrained stealthy patch, improving attack performance by about 20% on pedestrian detectors.