Yuan Xiao
2 indexed papers
Recent (6 mo)
2With code
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226
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Crypto×2Software Eng.×1
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2026
DuCodeMark: Dual-Purpose Code Dataset Watermarking via Style-Aware Watermark-Poison Design
DuCodeMark introduces a robust, dual-purpose watermarking technique that embeds ownership signals into code datasets, ensuring protection across both source-code generation and decompilation tasks.
Train in Vain: Functionality-Preserving Poisoning to Prevent Unauthorized Use of Code Datasets
FunPoison introduces a functionality-preserving poisoning technique that injects small, compilable weak-use fragments into code datasets to prevent unauthorized use of CodeLLMs without breaking the code's functionality.
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Papers
cs.CRcs.SERecentApr 24, 2026
Train in Vain: Functionality-Preserving Poisoning to Prevent Unauthorized Use of Code Datasets
Yuan Xiao, Jiaming Wang, Yuchen Chen, Wei Song +7 more
FunPoison introduces a functionality-preserving poisoning technique that injects small, compilable weak-use fragments into code datasets to prevent unauthorized use of CodeLLMs without breaking the co…
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cs.CRRecentApr 12, 2026