When Context Bites: Detecting RAG Poisoning via Document-Level Attention Collapse

Yingtao Ren, Ziyi Zhao, Yiwei Fu +3

Retrieval-augmented generation (RAG) is indispensable for enhancing large language models. However, RAGs are increasingly susceptible to poisoning attacks, in which adversarial doc…