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,…