A Self-Evolving Multi-Agent Framework Defense against LLM Jailbreak Attacks

Tongyan Hu, Bryan Hooi

Large language models (LLMs) remain vulnerable to jailbreak attacks that exploit techniques such as role-playing, obfuscation, code transformation, and multi-step indirection to el…