[R] Correct way to implement client-level DP in Federated Learning

This page summarizes the projects mentioned and recommended in the original post on /r/MachineLearning

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  • CommEfficient

    PyTorch for benchmarking communication-efficient distributed SGD optimization algorithms

  • Take a look at https://github.com/kiddyboots216/CommEfficient (branch -> attacks) and https://github.com/jhcknzzm/Federated-Learning-Backdoor

  • Federated-Learning-Backdoor

    ICML 2022 code for "Neurotoxin: Durable Backdoors in Federated Learning" https://arxiv.org/abs/2206.10341

  • Take a look at https://github.com/kiddyboots216/CommEfficient (branch -> attacks) and https://github.com/jhcknzzm/Federated-Learning-Backdoor

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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