Differentially Private Federated Learning with Shuffling and Client Self-Sampling

Antonious M. Girgis, Deepesh Data, Suhas N. Diggavi. Differentially Private Federated Learning with Shuffling and Client Self-Sampling. In IEEE International Symposium on Information Theory, ISIT 2021, Melbourne, Australia, July 12-20, 2021. pages 338-343, IEEE, 2021. [doi]

@inproceedings{GirgisDD21,
  title = {Differentially Private Federated Learning with Shuffling and Client Self-Sampling},
  author = {Antonious M. Girgis and Deepesh Data and Suhas N. Diggavi},
  year = {2021},
  doi = {10.1109/ISIT45174.2021.9517906},
  url = {https://doi.org/10.1109/ISIT45174.2021.9517906},
  researchr = {https://researchr.org/publication/GirgisDD21},
  cites = {0},
  citedby = {0},
  pages = {338-343},
  booktitle = {IEEE International Symposium on Information Theory, ISIT 2021, Melbourne, Australia, July 12-20, 2021},
  publisher = {IEEE},
  isbn = {978-1-5386-8209-8},
}