Silent Leaks: Implicit Knowledge Extraction Attack on RAG Systems through Benign Queries

Yuhao Wang, Wenjie Qu, Shengfang Zhai +5

Retrieval-Augmented Generation (RAG) systems enhance large language models (LLMs) by incorporating external knowledge bases, but this may expose them to extraction attacks, leading…