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most citedNearest is Not Dearest: Towards Practical Defense against Quantization-conditioned Backdoor Attacks

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cs.CR2026

Mitigating Many-shot Jailbreak Attacks with One Single Demonstration

Kejia Chen, Jiawen Zhang, Boheng Li +6

Many-shot jailbreaking (MSJ) causes safety-aligned language models to answer harmful queries by preceding them with many harmful question-answer demonstrations. We study why this a…