CodexLeaks

The code repo for USENIX Security 2023 paper CodexLeaks: Privacy Leaks from Code Generation Language Models in GitHub Copilot.

Please cite us:

@inproceedings{CodexLeaks2023,
  title={{CodexLeaks: Privacy Leaks from Code Generation Language Models in GitHub Copilot}},
  author={Liang Niu, Shujaat Mirza, Zayd Maradni, Christina Pöpper},
  booktitle={32nd USENIX Security Symposium (USENIX Security 23)},
  pages={????--????},
  year={2023}
}

File Organization

File	Functionality
main.py	OpenAI Query procedure file.
config.py	Configurations.
Prompt.py	Prompts and Query relates classes definitions.
utils.py	Utility functions.
/resources/templates.py	Prompts and templates.
/Blind_MI/	Blind MI attack related code.
/annotator/	The web application for annotating the responses from Codex.

Note

Codex is shutdown by OpenAI, so the code is no longer runnable.