Vision Language Models (VLMs)

Jul 25, 2025
DiffCAP: Diffusion-based Cumulative Adversarial Purification for Vision Language Models
This paper introduces DiffCAP, a novel diffusion-based purification strategy that can effectively neutralize adversarial corruptions in VLMs.
Jia Fu, Yongtao Wu, Yihang Chen, Kunyu Peng, Xiao Zhang, Volkan Cevher, Sepideh Pashami, Anders Holst
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