Machine Learning with Differentially Private Labels: Mechanisms and Frameworks

Xinyu Tang, Milad Nasr, Saeed Mahloujifar, Virat Shejwalkar, Liwei Song, Amir Houmansadr, Prateek Mittal. Machine Learning with Differentially Private Labels: Mechanisms and Frameworks. PoPETs, 2022(4):332-350, 2022. [doi]

@article{TangNMSSHM22,
  title = {Machine Learning with Differentially Private Labels: Mechanisms and Frameworks},
  author = {Xinyu Tang and Milad Nasr and Saeed Mahloujifar and Virat Shejwalkar and Liwei Song and Amir Houmansadr and Prateek Mittal},
  year = {2022},
  doi = {10.56553/popets-2022-0112},
  url = {https://doi.org/10.56553/popets-2022-0112},
  researchr = {https://researchr.org/publication/TangNMSSHM22},
  cites = {0},
  citedby = {0},
  journal = {PoPETs},
  volume = {2022},
  number = {4},
  pages = {332-350},
}