Zunlei Feng
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126
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Crypto×1AI×1
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2026
Mitigating Many-shot Jailbreak Attacks with One Single Demonstration
The paper proposes mitigating the progressive degradation of safety in language models caused by many-shot jailbreak attacks by appending a single, fixed safety demonstration at inference time.
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Papers
cs.CRcs.AIRecentMay 8, 2026
Mitigating Many-shot Jailbreak Attacks with One Single Demonstration
Kejia Chen, Jiawen Zhang, Boheng Li, Pengcheng Li +5 more
The paper proposes mitigating the progressive degradation of safety in language models caused by many-shot jailbreak attacks by appending a single, fixed safety demonstration at inference time.
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