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

Thota, Poojitha et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognitionimage-and-video-processing
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 images across nine tissue types, our inv
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