AdROD: HyperNetwork-based Adversarially Robust Object Detection for Autonomous Driving

Yuting Wu, Dongfang Guo, Xiangzhong Luo +2

Camera-based object detectors are vulnerable to physical adversarial attacks designed to suppress detections. While adversarial training and input purification offer some protectio…