Mohammad S. Nasr

Demonstration of an Adversarial Attack Against a Multimodal Vision Language Model for Pathology Imaging

2024

In the context of medical artificial intelligence, this study explores the vulnerabilities of the Pathology Language-Image Pretraining (PLIP) model, a Vision Language Foundation model, under targeted attacks. Leveraging the Kather Colon dataset with 7,180 H&E …