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SecretFlow

A unified framework for privacy-preserving data analysis and machine learning
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What is SecretFlow?

It is a unified framework for privacy-preserving data intelligence and machine learning. It provides an abstract device layer consists of plain devices and secret devices which encapsulate various cryptographic protocols.
SecretFlow is a tool in the Machine Learning Tools category of a tech stack.
SecretFlow is an open source tool with 2.4K GitHub stars and 434 GitHub forks. Here’s a link to SecretFlow's open source repository on GitHub

SecretFlow Integrations

SecretFlow's Features

  • Supports various privacy computing technologies and can be assembled flexibly to meet the needs of different scenarios
  • Build a unified technical framework, and try to make the underlying technology iteration transparent to the upper-layer application, with high cohesion and low coupling
  • Data in scenarios supported by different underlying technologies can be connected to each other

SecretFlow Alternatives & Comparisons

What are some alternatives to SecretFlow?
Postman
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Postman
It is the only complete API development environment, used by nearly five million developers and more than 100,000 companies worldwide.
Stack Overflow
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Google Maps
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Elasticsearch
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SecretFlow's Followers
2 developers follow SecretFlow to keep up with related blogs and decisions.