RePD: Defending Jailbreak Attack through a Retrieval-based Prompt Decomposition Process

Peiran Wang, Xiaogeng Liu, Chaowei Xiao

In this study, we introduce RePD, an innovative attack Retrieval-based Prompt Decomposition framework designed to mitigate the risk of jailbreak attacks on large language models (L…