Python secure-computation

Open-source Python projects categorized as secure-computation

Top 3 Python secure-computation Projects

  • PySyft

    Perform data science on data that remains in someone else's server

  • Project mention: A Better Mastodon Client | news.ycombinator.com | 2023-12-21

    https://github.com/OpenMined/PySyft - Federated Learning data science

    Incentives are much harder but smart contracts can handle the tech part.

    Going this route eventually you quickly have "quantum AI app store" and your system of government is a 12GB download. Can't even say if it's a good idea compared to e.g. anarcho-primitivism.

  • tf-encrypted

    A Framework for Encrypted Machine Learning in TensorFlow

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo
  • garbled-circuit

    A two-party secure function evaluation using Yao's garbled circuit protocol

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python secure-computation related posts

Index

What are some of the best open-source secure-computation projects in Python? This list will help you:

Project Stars
1 PySyft 9,253
2 tf-encrypted 1,192
3 garbled-circuit 65

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