Abstract: Accurate medical image segmentation is crucial for clinical diagnosis and treatment planning. However, class imbalance and vagueness of boundary in medical images make it challenging to ...
RAGDefender is a lightweight, efficient defense mechanism designed to protect Retrieval-Augmented Generation (RAG) systems from knowledge corruption attacks such as PoisonedRAG, Blind, and GARAG. It ...
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