Efficient and Universal Watermarking for LLM-Generated Code Detection

Understand

Large language models (LLMs) have significantly enhanced the usability of AI-generated code, providing effective assistance to programmers.

• This advancement also raises ethical and legal concerns, such as academic dishonesty and the generation of malicious code.
• For accountability, it is imperative to detect whether a piece of code is AI-generated.
• Watermarking is broadly considered a promising solution and has been successfully applied to identify LLM-generated text.