Distilling Vision-Language Models for Robust Traffic Sign Perception in Autonomous Vehicles

Pedram MohajerAnsari, Amir Salarpour, Mert D. Pesé

Traffic sign recognition (TSR) models based on deep neural networks achieve strong clean-data performance but remain vulnerable to physically realizable adversarial attacks, includ…