Visual Adversarial Attack on Vision-Language Models for Autonomous Driving

Tianyuan Zhang, Lu Wang, Xinwei Zhang +7

Vision-language models (VLMs) have significantly advanced autonomous driving (AD) by enhancing reasoning capabilities. However, these models remain highly vulnerable to adversarial…