Python secure-computation

Open-source Python projects categorized as secure-computation
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Deep Learning Privacy Python Cryptography Machine Learning
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Top 4 Python secure-computation Projects

secure-computation

  1. PySyft

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

    Project mention: Day 1 : Daily Notes for #30DayOfFLCode | dev.to | 2024-11-20

    PySyft: An open-source library developed by OpenMined that provides tools for building secure, privacy-preserving federated learning systems using PyTorch. Link

  2. InfluxDB

    InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

    InfluxDB logo

  3. tf-encrypted

    A Framework for Encrypted Machine Learning in TensorFlow

  4. openfederatedlearning

    An Open Framework for Federated Learning.

  5. 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).

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Python secure-computation related posts

  • A Better Mastodon Client

    2 projects | news.ycombinator.com | 21 Dec 2023

  • Dectralized AI solutions/building blocks?

    1 project | /r/Rad_Decentralization | 30 Mar 2023

  • What are the technologies to keep the data secure when it's aggregated from multiple sources?

    1 project | /r/AskNetsec | 11 Dec 2021

  • [R][P] OpenFL: An open-source framework for Federated Learning

    2 projects | /r/MachineLearning | 19 Oct 2021

  • Facebook is reportedly trying to analyze encrypted data without deciphering it

    1 project | news.ycombinator.com | 3 Aug 2021

  • Is it even possible to have a service as "intelligent" as Google while still being privacy respecting?

    4 projects | /r/linuxquestions | 26 Apr 2021
  • A note from our sponsor - InfluxDB
    www.influxdata.com | 1 Sep 2025
    InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now. Learn more →

Index

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

# Project Stars
1 PySyft 9,773
2 tf-encrypted 1,236
3 openfederatedlearning 800
4 garbled-circuit 75

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