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GitHub / 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. )

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/wenzhu23333%2FDifferential-Privacy-Based-Federated-Learning

Stars: 255
Forks: 43
Open Issues: 4

License: gpl-3.0
Language: Python
Repo Size: 50 MB
Dependencies: 6

Created: about 2 years ago
Updated: 2 months ago
Last pushed: about 2 months ago
Last synced: about 2 months ago

Topics: deep-learning, differential-privacy, federated-learning, gaussian, laplace, privacy, pytorch

Files
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    Readme
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    Dependencies
    requirements.txt pypi