Changliang Li
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126
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NLP×1AI×1
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2026
THRD: A Training-Free Multi-Turn Defense Framework for Jailbreak Attacks on Large Language Models
THRD introduces a novel, training-free framework that models temporal risk accumulation to effectively defend against multi-turn jailbreak attacks on LLMs, significantly reducing attack success rates while maintaining model utility.
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Papers
cs.CLcs.AIRecentJun 1, 2026
THRD: A Training-Free Multi-Turn Defense Framework for Jailbreak Attacks on Large Language Models
Zhiqing Ma, Zhonghao Xu, Dong Yu, Chen Kang +2 more
THRD introduces a novel, training-free framework that models temporal risk accumulation to effectively defend against multi-turn jailbreak attacks on LLMs, significantly reducing attack success rates…
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