Yixin Wu
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GuardrailAgent: An Agentic Framework for Jailbreak Defense
A preprint proposes GuardrailAgent, a multi-agent defense that gathers attack characteristics into a continuously updated knowledge base to detect jailbreaks on input and output. The authors report a 93.1% input-side detection rate on over ten jailbreaks.