Smart contract assisted secure aggregation scheme for model update in federated learning

Author:

Wu Caihong,Liu Jihua

Funder

Shanxi Provincial Science and Technology Department

Publisher

Elsevier BV

Reference45 articles.

1. Communication-efficient learning of deep networks from decentralized data;Mcmahan,2016

2. Verifl: Communication-efficient and fast verifiable aggregation for federated learning;Guo;IEEE Trans. Inf. Forensics Secur.,2021

3. FedCo: A federated learning controller for content management in multi-party edge systems;Balasubramanian,2021

4. Advances and open problems in federated learning;Kairouz,2021

5. M. Nasr, R. Shokri, A. Houmansadr, Comprehensive Privacy Analysis of Deep Learning: Passive and Active White-box Inference Attacks against Centralized and Federated Learning, in: IEEE Symposium on Security and Privacy, SP, 2019.

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