Fawkes

Fawkes is a privacy protection system developed by researchers at University of Chicago. For more information about the project, please refer to our project webpage.

We published an academic paper to summary our work "Fawkes: Protecting Personal Privacy against Unauthorized Deep Learning Models" at USENIX Security 2020.

BEFORE YOU RUN OUR CODE

If you would like to use Fawkes to protect your images, please check out our binary implementation on the website.

If you are a developer or researcher planning to customize and modify on our existing code. Please refer to fawkes_dev.

INSTALL FAWKES

Fawkes can be installed with pip. Simply run: pip install fawkes

Citation

@inproceedings{shan2020fawkes,
  title={Fawkes: Protecting Personal Privacy against Unauthorized Deep Learning Models},
  author={Shan, Shawn and Wenger, Emily and Zhang, Jiayun and Li, Huiying and Zheng, Haitao and Zhao, Ben Y},
  booktitle="Proc. of USENIX Security",
  year={2020}
}