Deep Leakage from Gradients

Author:

Zhu Ligeng,Han Song

Publisher

Springer International Publishing

Reference29 articles.

1. McMahan, H.B., Moore, E., Ramage, D., Hampson, S., et al.: Communication-efficient learning of deep networks from decentralized data, arXiv preprint arXiv:1602.05629 (2016)

2. Jochems, A., et al.: Developing and validating a survival prediction model for NSCLC patients through distributed learning across 3 countries. Int. J. Radiat. Oncol. Biol. Phys. 99(2), 344–352 (2017)

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. Konečný, J., McMahan, H.B., Yu, F.X., Richtarik, P., Suresh, A.T., Bacon, D.: Federated learning: strategies for improving communication efficiency. In: NIPS Workshop on Private Multi-Party Machine Learning (2016). https://arxiv.org/abs/1610.05492

5. Bonawitz, K., et al.: Towards federated learning at scale: system design. CoRR, vol. abs/1902.01046 (2019). http://arxiv.org/abs/1902.01046

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