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secretflow / secretflow

A unified framework for privacy-preserving data analysis and machine learning

Repository stars
2,719All-time #18,811
Fork
469
Last push
updated 6 months ago
Repository created
since 2022
Frameworks & SDKsData science & machine learningPythonApache-2.0 · Permissive
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About

Summarised by AI from the README; the original prevails

Author description: A unified framework for privacy-preserving data analysis and machine learning

Basic listing based on official public information; functionality has not been independently evaluated.

Check before adopting

  • No pushes for over 6 months (last 2026-04-24); check whether it is maintained.
Platform
Not verified
Pricing
Pricing not verifiedCheck current official software, hosting, model and infrastructure pricing.
Maintenance notes
Not verified
Data analysis# confidential-computing# differential-privacy# federated-learning# homomorphic-encryption# machine-learning# privacy-preserving# private-set-intersection# secure-multiparty-computation# split-learning# trusted-execution-environment

Star trend

Includes values estimated from GitHub history
2,7142,7172,71910-0710-1210-1710-2210-2711-0111-05

First collected 2026-11-03Measured at 2026-11-02 19:00 UTCSourceLicense source

Compiled from public project information; not independently tested. · Repository stars, not unique users or individual-skill installs · License tiers are derived from metadata. Check obligations for your use; unknown does not mean prohibited.