DARWIN. DARWIN is a self-evolving LLM jailbreak framework that grows a reusable strategy pool through external extraction, sandbox filtering, history-memory retrieval, Markov-based strategy selection, and reflective/genetic evolution.

github.com/ZJU-LLM-Safety/DARWIN

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