Fairness-aware Adversarial Perturbation Towards Bias Mitigation for Deployed Deep Models

Zhibo Wang, XiaoWei Dong, Henry Xue, Zhifei Zhang, Weifeng Chiu, Tao Wei, Kui Ren 0001. Fairness-aware Adversarial Perturbation Towards Bias Mitigation for Deployed Deep Models. In IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022, New Orleans, LA, USA, June 18-24, 2022. pages 10369-10378, IEEE, 2022. [doi]

@inproceedings{WangDXZCW022,
  title = {Fairness-aware Adversarial Perturbation Towards Bias Mitigation for Deployed Deep Models},
  author = {Zhibo Wang and XiaoWei Dong and Henry Xue and Zhifei Zhang and Weifeng Chiu and Tao Wei and Kui Ren 0001},
  year = {2022},
  doi = {10.1109/CVPR52688.2022.01013},
  url = {https://doi.org/10.1109/CVPR52688.2022.01013},
  researchr = {https://researchr.org/publication/WangDXZCW022},
  cites = {0},
  citedby = {0},
  pages = {10369-10378},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022, New Orleans, LA, USA, June 18-24, 2022},
  publisher = {IEEE},
  isbn = {978-1-6654-6946-3},
}