T-Visor / face-encryption

Towards Face Encryption by Generating Adversarial Identity Masks

Environment settings and libraries we used in our experiments

This project is tested under the following environment settings:

• OS: GNU/Linux
• Python: 3.6

Install requirements with the following command:

pip3 install -r requirements.txt

Data Preparation

• Please download LFW, Put LFW dataset and pairs.txt to data.
• Put some specific target images to targets

Crafting Identity Masks

Running command for crafting identity masks:

python3 run.py

Citation

If you benefit from our work in your research, please consider to cite the following paper:

@InProceedings{Yang_2021_ICCV,
    author    = {Yang, Xiao and Dong, Yinpeng and Pang, Tianyu and Su, Hang and Zhu, Jun and Chen, Yuefeng and Xue, Hui},
    title     = {Towards Face Encryption by Generating Adversarial Identity Masks},
    booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)},
    month     = {October},
    year      = {2021},
    pages     = {3897-3907}
}