secure-xgboost

Secure collaborative training and inference for XGBoost. (by mc2-project)

Secure-xgboost Alternatives

Similar projects and alternatives to secure-xgboost

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better secure-xgboost alternative or higher similarity.

secure-xgboost reviews and mentions

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.

Stats

Basic secure-xgboost repo stats
1
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0.0
over 1 year ago

mc2-project/secure-xgboost is an open source project licensed under Apache License 2.0 which is an OSI approved license.

The primary programming language of secure-xgboost is C++.

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