Md Rizwan Parvez
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126
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Crypto×1ML×1
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2026
Poison with Style: A Practical Poisoning Attack on Code Large Language Models
The paper introduces Poison-with-Style (PwS), a stealthy model poisoning attack that exploits developers' inherent code styles as covert triggers to make Code LLMs generate vulnerable code without explicit prompts.
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cs.CRcs.LGRecentMay 26, 2026
Poison with Style: A Practical Poisoning Attack on Code Large Language Models
Khang Tran, Yazan Boshmaf, Issa Khalil, NhatHai Phan +2 more
The paper introduces Poison-with-Style (PwS), a stealthy model poisoning attack that exploits developers' inherent code styles as covert triggers to make Code LLMs generate vulnerable code without exp…
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