Qiao Yuan

MIRAGE: manipulation-immune RAG with adaptive guard against textual evidence attacks

Abstract Retrieval-augmented generation (RAG) substantially improves large language models (LLMs) on knowledge-intensive tasks by incorporating external knowledge, yet open knowledge sources introduce prominent security risks. The SafeRAG benchmark identifies four novel textual e...