Haijun Wang
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126
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Crypto×1AI×1NLP×1
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2026
Stealthy Backdoor Attacks against LLMs Based on Natural Style Triggers
The paper introduces BadStyle, a novel backdoor attack framework that generates natural, stealthy poisoned samples using LLMs to compromise various LLMs with high success rates and robust activation.
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cs.CRcs.AIcs.CLRecentApr 23, 2026
Stealthy Backdoor Attacks against LLMs Based on Natural Style Triggers
Jiali Wei, Ming Fan, Guoheng Sun, Xicheng Zhang +2 more
The paper introduces BadStyle, a novel backdoor attack framework that generates natural, stealthy poisoned samples using LLMs to compromise various LLMs with high success rates and robust activation.
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