wenzhu23333 / Differential-Privacy-Based-Federated-Learning

Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shakespeare, mnist, cifar-10 and fashion-mnist. )

wenzhu23333
wenzhu23333
Date Created 2022-03-08 (2 years ago)
Commits 57 (last one 3 months ago)
Stargazers 365 (1 this week)
Watchers 2 (0 this week)
Forks 58
License gpl-3.0
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RepositoryStats indexes 609,066 repositories, of these wenzhu23333/Differential-Privacy-Based-Federated-Learning is ranked #117,655 (81st percentile) for total stargazers, and #492,352 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #20,076/122,846.

wenzhu23333/Differential-Privacy-Based-Federated-Learning is also tagged with popular topics, for these it's ranked: deep-learning (#2,551/8637),  pytorch (#1,729/6095),  privacy (#379/1067),  federated-learning (#37/212)

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updated: 2025-01-29 @ 04:38am, id: 467369884 / R_kgDOG9t_nA