Shiqing Ma
2 papers · Latest:
Cryptography & Security
Train in Vain: Functionality-Preserving Poisoning to Prevent Unauthorized Use of Code Datasets
FunPoison introduces a functionality-preserving poisoning method to prevent unauthorized use of code datasets for training CodeLLMs, maintaining compilability.
2604.22291
Software EngineeringWeaponizing the Commons: A Taxonomy and Detection Framework of Abuse on GitHub
This paper introduces a taxonomy and a high-performance detection framework for various abuse behaviors on GitHub, enhancing software supply chain security.
2604.17909
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