Privacy Amplification for Federated Learning via User Sampling and Wireless Aggregation

Mohamed Seif Eldin Mohamed, Wei-Ting Chang, Ravi Tandon. Privacy Amplification for Federated Learning via User Sampling and Wireless Aggregation. IEEE Journal on Selected Areas in Communications, 39(12):3821-3835, 2021. [doi]

@article{MohamedCT21,
  title = {Privacy Amplification for Federated Learning via User Sampling and Wireless Aggregation},
  author = {Mohamed Seif Eldin Mohamed and Wei-Ting Chang and Ravi Tandon},
  year = {2021},
  doi = {10.1109/JSAC.2021.3118408},
  url = {https://doi.org/10.1109/JSAC.2021.3118408},
  researchr = {https://researchr.org/publication/MohamedCT21},
  cites = {0},
  citedby = {0},
  journal = {IEEE Journal on Selected Areas in Communications},
  volume = {39},
  number = {12},
  pages = {3821-3835},
}