knowledge poisoning
PulseAugur coverage of knowledge poisoning — every cluster mentioning knowledge poisoning across labs, papers, and developer communities, ranked by signal.
-
New agent detects misinformation in RAG systems
Researchers have developed an "Evaluation Agent" to address the security and reliability gap in Retrieval-Augmented Generation (RAG) systems. This agent acts as middleware to detect misinformation and knowledge poisonin…
-
New RAG-IDS framework defends against AI intrusion detection attacks
Researchers have developed RAG-IDS, a novel three-tier framework designed to defend Retrieval-Augmented Generation (RAG) systems against knowledge poisoning and prompt injection attacks in intrusion detection. This syst…
-
New framework Cordon-MAS defends RAG against knowledge poisoning
A new research paper introduces Cordon-MAS, a framework designed to protect Retrieval-Augmented Generation (RAG) systems from knowledge poisoning attacks. The proposed Cordon Principle addresses a gap where models can d…