AGC: Adaptive Geodesic Correction for Adversarial Robustness on Vision-Language Models

Zhiwei Li, Jiacheng Xue, Weining Wang +4

Vision-language models like CLIP have demonstrated remarkable zero-shot transfer capabilities. However, their susceptibility to imperceptible adversarial perturbations remains a cr…