作者位次 #4/9ACL 2026Poster· Natural Language Processing
Knowledge Poisoning Attacks on Medical Multi-Modal Retrieval-Augmented Generation
Peiru Yang · Haoran Zheng · Tong Ju · Shiting Wang · Wanchun Ni · Jiajun Liu · Shangguang Wang · Yongfeng Huang · Tao Qi
摘要
Retrieval-augmented generation (RAG) is a widely adopted paradigm for enhancing LLMs in medical applications by incorporating expert multi-modal knowledge during generation. However, the underlying retrieval databases may naturally contain, or be intentionally injected with, adversarial knowledge...