Minhao Cheng

Practical and Effective Code Watermarking for Large Language Models

ACW (AST-guided Code Watermarking), a novel adaptive framework that leverages Abstract Syntax Tree (AST) analysis during training to learn watermark embedding strategies, and proposes a novel sampling scheme that distributes tokens between green/red lists according to semantic context, ensuring statistical distinguisha...