Universal and Transferable Attacks on Pathology Foundation Models

Yuntian Wang, Xilin Yang, Che-Yung Shen +2

We introduce Universal and Transferable Adversarial Perturbations (UTAP) for pathology foundation models that reveal critical vulnerabilities in their capabilities. Optimized using…