LLM Guard scored 0/8 on a USENIX 2025 multi-turn jailbreak. Here’s what caught it instead.
Crescendo (Russinovich et al., USENIX Security 2025) is a multi-turn jailbreak designed specifically to evade output-based monitors. Each individual turn looks completely innocent. The attack only exists across turns. LL
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