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A survey on security and privacy of federated learning

时间:2021-01-12 16:35:52      阅读:34      评论:0      收藏:0      [点我收藏+]

综述

联邦学习

  1. 联邦学习的基本流程
    技术分享图片
  2. 联邦学习的应用
  • Google文字预测:mobile ap-plications for next word prediction on keyboards [15–18] likeGboard by Google on Android mobile phones, and wake worddetection[19
  • 医疗领域:In medicaldomains, FL can be utilized to keep patient data private andenhance ML capabilities in assisting medical practitioners similarto the work in [20] which demonstrates the benefits of FL in themedical domain.

[1]
[Mothukuri, V., Parizi, R. M., Pouriyeh, S., Huang, Y., Dehghantanha, A., & Srivastava, G. (2021). A survey on security and privacy of federated learning. Future Generation Computer Systems-the International Journal of Escience, 115, 619-640.](https://doi.org/10.1016/j.future.2020.10.007)

A survey on security and privacy of federated learning

原文:https://www.cnblogs.com/TAiiiHu/p/14266398.html

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