Diffusion-based Cumulative Adversarial Purification for Vision Language Models

Jia Fu, Yongtao Wu, Yihang Chen +5

Vision Language Models (VLMs) have shown remarkable capabilities in multimodal understanding, yet their susceptibility to adversarial perturbations poses a significant threat to th…