We are excited to announce the official release of SecretFlow 1.14.0!
This version brings important optimizations and issue fixes that make SecretFlow easier to use and more developer-friendly.
🌐 What is SecretFlow?
SecretFlow ** is an **open-source privacy-preserving computing framework initiated by Ant Group and embraced by a fast-growing open-source community.
Its mission is to build a “usable but invisible” data computing infrastructure — enabling multiple parties to collaborate on data securely, without exposing their raw data.
🔑 Key Technologies Integrated in SecretFlow
- MPC (Multi-Party Computation): allows multiple participants to jointly compute results without revealing their private inputs.
- FL (Federated Learning): enables decentralized model training where data never leaves its original source.
- HE (Homomorphic Encryption): makes it possible to perform computations directly on encrypted data.
- TEE (Trusted Execution Environment): leverages hardware-based security enclaves to protect both data and computation.
🚀 Application Scenarios
SecretFlow has been applied in real-world scenarios where data security and compliance are critical:
- Financial Risk Control: joint modeling between institutions to enhance anti-fraud and credit scoring.
- Insurance Pricing: precise car insurance pricing based on combined human and vehicle data.
- Healthcare Research: cross-hospital collaboration on medical studies without disclosing sensitive patient data.
- Telecom & Operators: compliant data integration across multiple entities.
In short, SecretFlow provides the foundation for trusted collaboration on data in an era where both privacy and data value are equally important.
🔧 Optimizations in 1.14.0
secretflow_flmigrated to an independent reposfl
This improves modularization, allowing the federated learning module to evolve independently.Unified installation packages and images
From now on, there will no longer be separatesecretflowandsecretflow[lite]packages.
The Docker images are also unified — bringing you a simpler, lighter deployment experience.
🛠️ Bug Fixes
We also addressed community-reported issues in this release:
A big thanks to our community users who actively reported issues and helped us improve!
⭐ If you find SecretFlow useful, don’t forget to give us a Star on GitHub:
👉 https://github.com/secretflow/secretflow
Your support means a lot and helps the community grow stronger! 💪
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