secure-xgboost VS cerebro

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

secure-xgboost

Secure collaborative training and inference for XGBoost. (by mc2-project)
Machine Learning collaborative-learning Security Privacy enclave Xgboost Data Science
Source Code
mc2-project.github.io
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cerebro

🔵 Cerebro is an open-source launcher to improve your productivity and efficiency (by cerebroapp)
Search Launcher Electron cerebro
Source Code
cerebroapp.com
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secure-xgboost cerebro
1 6
99 8,219
- 0.4%
0.0 3.2
over 1 year ago 8 days ago
C++ JavaScript
Apache License 2.0 MIT License
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.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

secure-xgboost

Posts with mentions or reviews of secure-xgboost. 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.

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.

What are some alternatives?

When comparing secure-xgboost and cerebro you can also consider the following projects:

delphi - A Cryptographic Inference Service for Neural Networks

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

mc2 - A Platform for Secure Analytics and Machine Learning

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

cerebro - Cerebro: A platform for Secure Coopetitive Learning

albert - A fast and flexible keyboard launcher

federated-xgboost - Federated gradient boosted decision tree 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-aggregation - Secure aggregation for federated learning using enclaves

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

secure-xgboost vs delphi cerebro vs Flow.Launcher secure-xgboost vs mc2 cerebro vs rofi secure-xgboost vs cerebro cerebro vs albert secure-xgboost vs federated-xgboost cerebro vs Ulauncher secure-xgboost vs opaque-sql cerebro vs jumpapp secure-xgboost vs secure-aggregation cerebro vs sway-launcher-desktop