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CodeIP: A Grammar-Guided Multi-Bit Watermark for Large Language Models of Code

CodeIP: A Grammar-Guided Multi-Bit Watermark for Large Language Models of Code

As Large Language Models (LLMs) are increasingly used to automate code generation, it is often desired to know if the code is AI-generated and by which model, especially for purposes like protecting intellectual property (IP) in industry and preventing academic misconduct in education. Incorporating watermarks into machine-generated content is one …