How to Democratise and Protect AI: Fair and Differentially Private Decentralised Deep Learning

Lingjuan Lyu, Yitong Li, Karthik Nandakumar, Jiangshan Yu, Xingjun Ma. How to Democratise and Protect AI: Fair and Differentially Private Decentralised Deep Learning. IEEE Trans. Dependable Sec. Comput., 19(2):1003-1017, 2022. [doi]

@article{LyuLNYM22,
  title = {How to Democratise and Protect AI: Fair and Differentially Private Decentralised Deep Learning},
  author = {Lingjuan Lyu and Yitong Li and Karthik Nandakumar and Jiangshan Yu and Xingjun Ma},
  year = {2022},
  doi = {10.1109/TDSC.2020.3006287},
  url = {https://doi.org/10.1109/TDSC.2020.3006287},
  researchr = {https://researchr.org/publication/LyuLNYM22},
  cites = {0},
  citedby = {0},
  journal = {IEEE Trans. Dependable Sec. Comput.},
  volume = {19},
  number = {2},
  pages = {1003-1017},
}