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cs.CV2023
Fight Fire with Fire: Combating Adversarial Patch Attacks using Pattern-randomized Defensive Patches
Jianan Feng, Jiachun Li, Changqing Miao +4
Object detection has found extensive applications in various tasks, but it is also susceptible to adversarial patch attacks. The ideal defense should be effective, efficient, easy…
cs.CV2021
We Can Always Catch You: Detecting Adversarial Patched Objects WITH or WITHOUT Signature
Jiachun Li, Jianan Feng, Jianjun Huang +1
Recently, object detection has proven vulnerable to adversarial patch attacks. The attackers holding a specially crafted patch can hide themselves from state-of-the-art detectors,…