secure-aggregation

Secure aggregation for federated learning using enclaves (by mc2-project)

Secure-aggregation Alternatives

Similar projects and alternatives to secure-aggregation

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secure-aggregation reviews and mentions

Posts with mentions or reviews of secure-aggregation. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-06-17.
  • Announcing MC²: Securely perform analytics and machine learning on confidential data
    7 projects | dev.to | 17 Jun 2021
    The MC2 Compute Services: MC2 offers several compute services: these include Spark SQL, distributed XGBoost, and secure aggregation for federated learning. All are intended to run in a primarily untrusted environment, such as a cluster of machines hosted on a public cloud, that has support for trusted execution environments (hardware enclaves). Data is encrypted in transit using a client key and only ever decrypted inside hardware enclaves, providing the previously mentioned security guarantees for data-in-use. For all compute services, MC2 leverages the Open Enclave SDK, a project intended to provide a consistent API for a variety of different enclave architectures.

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Basic secure-aggregation repo stats
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3.2
about 3 years ago

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