2 papers
cs.CV2025
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,…
cs.CV2024
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…