Skellam Mixture Mechanism: a Novel Approach to Federated Learning with Differential Privacy

Ergute Bao, Yizheng Zhu, Xiaokui Xiao, Yin Yang, Beng Chin Ooi, Benjamin Tan, Khin Mi Mi Aung. Skellam Mixture Mechanism: a Novel Approach to Federated Learning with Differential Privacy. PVLDB, 15(11):2348-2360, 2022. [doi]

@article{BaoZXYOTA22,
  title = {Skellam Mixture Mechanism: a Novel Approach to Federated Learning with Differential Privacy},
  author = {Ergute Bao and Yizheng Zhu and Xiaokui Xiao and Yin Yang and Beng Chin Ooi and Benjamin Tan and Khin Mi Mi Aung},
  year = {2022},
  url = {https://www.vldb.org/pvldb/vol15/p2348-bao.pdf},
  researchr = {https://researchr.org/publication/BaoZXYOTA22},
  cites = {0},
  citedby = {0},
  journal = {PVLDB},
  volume = {15},
  number = {11},
  pages = {2348-2360},
}