cerebro VS secure-aggregation

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

cerebro

🔵 Cerebro is an open-source launcher to improve your productivity and efficiency (by cerebroapp)

secure-aggregation

Secure aggregation for federated learning using enclaves (by mc2-project)
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cerebro secure-aggregation
6 1
8,223 4
0.5% -
3.2 3.2
14 days ago about 3 years ago
JavaScript C++
MIT License -
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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cerebro

Posts with mentions or reviews of cerebro. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-04-25.

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 cerebro and secure-aggregation you can also consider the following projects:

Flow.Launcher - :mag: Quick file search & app launcher for Windows with community-made plugins

delphi - A Cryptographic Inference Service for Neural Networks

rofi - Rofi: A window switcher, application launcher and dmenu replacement

mc2 - A Platform for Secure Analytics and Machine Learning

albert - A fast and flexible keyboard launcher

cerebro - Cerebro: A platform for Secure Coopetitive Learning

Ulauncher - Feature rich application Launcher for Linux

opaque-sql - An encrypted data analytics platform

jumpapp - A run-or-raise application switcher for any X11 desktop

secure-xgboost - Secure collaborative training and inference for XGBoost.

sway-launcher-desktop - TUI Application launcher with Desktop Entry support. Made for SwayWM, but runs anywhere

Thrive-Launcher - Thrive Launcher for installing and automatically updating Thrive