D-SCAN (Document-level Signal Collapse Analysis)

New D-SCAN method detects RAG poisoning via attention collapse

Researchers have developed a new method called D-SCAN to detect poisoning attacks in retrieval-augmented generation (RAG) systems. These attacks involve injecting malicious documents into the RAG's context to manipulate…