Toward Inherently Robust VLMs Against Visual Perception Attacks

Pedram MohajerAnsari, Amir Salarpour, Michael Kühr +6

Autonomous vehicles rely on deep neural networks (DNNs) for traffic sign recognition, lane centering, and vehicle detection, yet these models are vulnerable to attacks that induce…