secretflow/kuscia
Kuscia(Kubernetes-based Secure Collaborative InfrA) is a K8s-based privacy-preserving computing task orchestration framework.
This framework helps organizations securely combine and analyze sensitive datasets from different sources without directly sharing the raw data. It takes in distributed, private datasets and allows you to perform privacy-preserving computations, such as finding common records, to produce aggregated insights or matched results. Data scientists, privacy officers, or business analysts needing to collaborate on sensitive information across departments or with external partners would use this.
137 stars.
Use this if you need to perform joint analysis or find overlaps between multiple confidential datasets without exposing the underlying private information to any party.
Not ideal if your data analysis does not involve sensitive, distributed datasets requiring privacy-preserving techniques, or if you need a fully mature, production-ready system right now.
Stars
137
Forks
108
Language
Go
License
Apache-2.0
Category
Last pushed
Mar 12, 2026
Commits (30d)
0
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