Wenze Li
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126
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2026
Secret Stealing Attacks on Local LLM Fine-Tuning through Supply-Chain Model Code Backdoors
This paper introduces a novel supply-chain attack that uses model code backdoors to actively steal sensitive secrets from local LLM fine-tuning datasets, bypassing current privacy defenses.
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cs.CRcs.AIRecentApr 30, 2026
Secret Stealing Attacks on Local LLM Fine-Tuning through Supply-Chain Model Code Backdoors
Zi Li, Tian Zhou, Wenze Li, Jingyu Hua +2 more
This paper introduces a novel supply-chain attack that uses model code backdoors to actively steal sensitive secrets from local LLM fine-tuning datasets, bypassing current privacy defenses.
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