OpenFed: A Comprehensive and Versatile Open-Source Federated Learning Framework

Author:

Chen Dengsheng1,Tan Vince Junkai2,Lu Zhilin3,Wu Enhua4,Hu Jie5

Affiliation:

1. Meituan

2. Bytedance Inc.

3. Tsinghua University

4. University of Macau

5. State Key Lab of Computer Science, ISCAS

Publisher

IEEE

Reference43 articles.

1. Crypten: A new research tool for secure machine learning with pytorch;gunning,2019

2. Federated Learning

3. Facing small and biased data dilemma in drug discovery with federated learning;xiong,2020

4. Fedml: A research library and benchmark for federated machine learning;he,2020

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Federated Learning Security and Privacy-Preserving Algorithm and Experiments Research Under Internet of Things Critical Infrastructure;Tsinghua Science and Technology;2024-04

2. Tournament-Based Pretraining to Accelerate Federated Learning;Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis;2023-11-12

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