secretflow / kuscia

Kuscia(Kubernetes-based Secure Collaborative InfrA) is a K8s-based privacy-preserving computing task orchestration framework.
https://www.secretflow.org.cn/docs/kuscia/latest/zh-Hans
Apache License 2.0
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data-analysis federated-learning kubernetes machine-learning privacy-preserving secure-multiparty-computation trusted-execution-environment

Kuscia

CircleCI

简体中文English

Kuscia(Kubernetes-based Secure Collaborative InfrA) is a lightweight privacy-preserving computing task orchestration framework based on K3s. It provides a unified privacy-preserving computing foundation that can abstract away heterogeneous infrastructure and protocols. With Kuscia:

For more information about Kuscia's capabilities, please refer to the Kuscia Overview.

Kuscia

Documentation

Currently, we only provide detailed documentations in Chinese.

Contributing

Please check CONTRIBUTING.md

Disclaimer

Non-release version of Kuscia is only for demonstration and should not be used in production environments. Although this version of Kuscia covers the basic abilities, there may be some security issues and functional defects due to insufficient functionality and unfinished items in the project. We welcome your active suggestions and look forward to the official release.