Novel attack framework exploiting RAG mechanisms to jailbreak LLMs through retrieval database poisoning. Distinguished Paper Award winner.
Feb 1, 2024
PANDORA studies jailbreak attacks against retrieval-augmented generation systems through retrieval database poisoning. The work received the Distinguished Paper Award at AISCC 2024 and highlights a practical attack surface in RAG-enhanced LLM deployments.
Feb 1, 2024