When Background Matters: Breaking Medical Vision Language Models by Transferable Attack

Akash Ghosh, Subhadip Baidya, Sriparna Saha +1

Vision-Language Models (VLMs) are increasingly used in clinical diagnostics, yet their robustness to adversarial attacks remains largely unexplored, posing serious risks. Existing…