delphi VS secure-aggregation

Compare delphi vs secure-aggregation and see what are their differences.

delphi

A Cryptographic Inference Service for Neural Networks (by mc2-project)

secure-aggregation

Secure aggregation for federated learning using enclaves (by mc2-project)
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delphi secure-aggregation
1 1
68 1
- -
3.2 1.7
3 months ago 10 months ago
Rust C++
GNU General Public License v3.0 or later -
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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delphi

Posts with mentions or reviews of delphi. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-06-17.

secure-aggregation

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.

What are some alternatives?

When comparing delphi and secure-aggregation you can also consider the following projects:

cerebro - Cerebro: A platform for Secure Coopetitive Learning