FedSel: Federated SGD Under Local Differential Privacy with Top-k Dimension Selection

Author:

Liu Ruixuan,Cao Yang,Yoshikawa Masatoshi,Chen Hong

Publisher

Springer International Publishing

Reference33 articles.

1. McMahan, B., Moore, E., Ramage, D., Hampson, S., Arcas, B.A.: Communication-efficient learning of deep networks from decentralized data. In: Artificial Intelligence and Statistics, pp. 1273–1282 (2017)

2. Bonawitz, K., et al.: Towards federated learning at scale: System design. arXiv preprint arXiv:1902.01046 (2019)

3. Yang, Q., Liu, Y., Chen, T., Tong, Y.: Federated machine learning: concept and applications. ACM Trans. Intell. Syst. Technol. (TIST) 10(2), 1–19 (2019)

4. McMahan, H.B., Moore, E., Ramage, D., Arcas, B.A.: Federated learning of deep networks using model averaging. CoRR abs/1602.05629. arXiv preprint arXiv:1602.05629 (2016)

5. Zhu, L., Liu, Z., Han, S.: Deep leakage from gradients. In: NeurIPS, pp. 14747–14756 (2019)

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