Xiaojian Liang

Pisces: Cryptography-based Private Retrieval-Augmented Generation with Dual-Path Retrieval

Retrieval-augmented generation (RAG) enhances the response quality of large language models (LLMs) when handling domain-specific tasks, yet raises significant privacy concerns. This is because both the user query and documents within the knowledge base often contain sensitive or confidential informa…