Not one but many Tradeoffs: Privacy Vs. Utility in Differentially Private Machine Learning

Benjamin Zi Hao Zhao, Mohamed Ali Kâafar, Nicolas Kourtellis. Not one but many Tradeoffs: Privacy Vs. Utility in Differentially Private Machine Learning. In Yinqian Zhang, Radu Sion, editors, CCSW'20, Proceedings of the 2020 ACM SIGSAC Conference on Cloud Computing Security Workshop, Virtual Event, USA, November 9, 2020. pages 15-26, ACM, 2020. [doi]

@inproceedings{ZhaoKK20-0,
  title = {Not one but many Tradeoffs: Privacy Vs. Utility in Differentially Private Machine Learning},
  author = {Benjamin Zi Hao Zhao and Mohamed Ali Kâafar and Nicolas Kourtellis},
  year = {2020},
  doi = {10.1145/3411495.3421352},
  url = {https://doi.org/10.1145/3411495.3421352},
  researchr = {https://researchr.org/publication/ZhaoKK20-0},
  cites = {0},
  citedby = {0},
  pages = {15-26},
  booktitle = {CCSW'20, Proceedings of the 2020 ACM SIGSAC Conference on Cloud Computing Security Workshop, Virtual Event, USA, November 9, 2020},
  editor = {Yinqian Zhang and Radu Sion},
  publisher = {ACM},
  isbn = {978-1-4503-8084-3},
}