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

1 code implementation • 4 Jan 2024 • Poojitha Thota, Jai Prakash Veerla, Partha Sai Guttikonda, Mohammad S. Nasr, Shirin Nilizadeh, Jacob M. Luber

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.

Adversarial Attack Domain Adaptation +1