Lisong Zhang

Enhancing the Robustness of LiDAR-based Object Detection under Disappearing Attacks

Autonomous driving systems rely on LiDAR-based 3D object detection to identify obstacles. Recent studies have shown that detectors are susceptible to disappearing attacks, leading to missed detections and potential vehicle collisions. However, improving the adversarial robustness of 3D object detect…