Eilyan Bitar

Exploring Adversarial Robustness of Multi-sensor Perception Systems in Self Driving

Modern self-driving perception systems have been shown to improve upon processing complementary inputs such as LiDAR with images. In isolation, 2D images have been found to be extremely vulnerable to adversarial attacks. Yet, there are limited studies on the adversarial robustness of multi-modal mod…