ML Anthology

Uncovering LLM-Generated Code: A Zero-Shot Synthetic Code Detector via Code Rewriting

Tong Ye, Yangkai Du, Tengfei Ma, Lingfei Wu, Xuhong Zhang, Shouling Ji, Wenhai Wang
AAAI 2025 pp. 968-976
doi:10.1609/AAAI.V39I1.32082 /aaai/2025/ye2025aaai-uncovering/
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Cite

Text

Ye et al. "Uncovering LLM-Generated Code: A Zero-Shot Synthetic Code Detector via Code Rewriting." AAAI Conference on Artificial Intelligence, 2025. doi:10.1609/AAAI.V39I1.32082

Markdown

[Ye et al. "Uncovering LLM-Generated Code: A Zero-Shot Synthetic Code Detector via Code Rewriting." AAAI Conference on Artificial Intelligence, 2025.](https://mlanthology.org/aaai/2025/ye2025aaai-uncovering/) doi:10.1609/AAAI.V39I1.32082

BibTeX

@inproceedings{ye2025aaai-uncovering,
  title     = {{Uncovering LLM-Generated Code: A Zero-Shot Synthetic Code Detector via Code Rewriting}},
  author    = {Ye, Tong and Du, Yangkai and Ma, Tengfei and Wu, Lingfei and Zhang, Xuhong and Ji, Shouling and Wang, Wenhai},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {2025},
  pages     = {968-976},
  doi       = {10.1609/AAAI.V39I1.32082},
  url       = {https://mlanthology.org/aaai/2025/ye2025aaai-uncovering/}
}