One Pic is All it Takes: Poisoning Visual Document Retrieval Augmented Generation with a Single Image

Ezzeldin Shereen, Dan Ristea, Shae McFadden +3

Retrieval-augmented generation (RAG) is instrumental for inhibiting hallucinations in large language models (LLMs) through the use of a factual knowledge base (KB). Although PDF do…