Performance Analysis and Optimization for Federated Learning Applications with PySyft-based Secure Aggregation

Po-Sheng Lin, Ming-Chang Kao, Wen-Yew Liang, Shih-Hao Hung. Performance Analysis and Optimization for Federated Learning Applications with PySyft-based Secure Aggregation. In International Computer Symposium, ICS 2020, Tainan, Taiwan, December 17-19, 2020. pages 191-196, IEEE, 2020. [doi]

@inproceedings{LinKLH20,
  title = {Performance Analysis and Optimization for Federated Learning Applications with PySyft-based Secure Aggregation},
  author = {Po-Sheng Lin and Ming-Chang Kao and Wen-Yew Liang and Shih-Hao Hung},
  year = {2020},
  doi = {10.1109/ICS51289.2020.00046},
  url = {https://doi.org/10.1109/ICS51289.2020.00046},
  researchr = {https://researchr.org/publication/LinKLH20},
  cites = {0},
  citedby = {0},
  pages = {191-196},
  booktitle = {International Computer Symposium, ICS 2020, Tainan, Taiwan, December 17-19, 2020},
  publisher = {IEEE},
  isbn = {978-1-7281-9255-0},
}