[KongchangAI]
ConceptMulti-turn Jailbreak

Multi-turn Jailbreaking

An AI security attack technique in which an adversary uses multiple conversational turns to gradually steer a model beyond its safety boundaries. Individual messages do not trigger safety guardrails, but the cumulative dialogue achieves a jailbreak effect.

Timeline (last 90 days)

Sep 25

By gradually building trust through multi-turn conversations, the model was ultimately led to produce answers it would have refused in the first message, while the guardrails never triggered.

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Sep 25

Academia classifies such attacks as multi-turn jailbreaks, with related research also covering progressive prompt injection and context manipulation attacks.

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