THRD: A Training-Free Multi-Turn Defense Framework for Jailbreak Attacks on Large Language Models

Zhiqing Ma, Zhonghao Xu, Dong Yu +3

Multi-turn jailbreak attacks pose a growing threat to LLMs by exploiting conversational dynamics such as gradual escalation and cross-turn coordination. Existing defenses either re…