GuardRAG filters poisoned document clusters after RAG retrieval
The training-free method clusters expanded retrieval results and prunes suspicious groups before they reach the model.
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Stories tagged #corpus-poisoning
InceptionRAG: Stealthy Poisoning Attack Against Retrieval-Augmented Generation
InceptionRAG fragments malicious payloads into dormant passages that trigger LLMs to self-deduce misinformation via multi-hop reasoning, bypassing existing RAG poisoning defenses.