Dong Yu
2 indexed papers
Recent (6 mo)
2With code
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226
Top categories
NLP×2AI×1
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Research Timeline
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.
Do Gender Cues Affect LLM Value Trade-offs? Evidence from a Controlled Decision Benchmark
The paper demonstrates that explicit gender cues systematically affect LLM value trade-offs, causing decision flips that are often masked or misattributed by the models themselves.
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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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cs.CLRecentJun 1, 2026