Top 11 secure-computation Open-Source Projects

• PySyft

  7 9,282 10.0 Python

  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.

• awesome-mpc

  4 1,624 4.1

  A curated list of multi party computation resources and links.

• InfluxDB

  www.influxdata.com featured

  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.

  

• tf-encrypted

  2 1,193 0.0 Python

  A Framework for Encrypted Machine Learning in TensorFlow

  

• openfl

  4 664 8.7 Jupyter Notebook

  An open framework for Federated Learning. (by securefederatedai)

  

• libOTe

  1 416 8.9 C++

  A fast, portable, and easy to use Oblivious Transfer Library

  

• ciphercore

  2 371 7.3 Rust

  User-friendly secure computation engine based on secure multi-party computation

  

• cryptoTools

  1 110 8.0 C++

  A repo to hold common tools used by my crypto projects (by ladnir)

Project mention: Resources for writing crypto libraries | /r/cryptography | 2023-12-06

• SaaSHub

  www.saashub.com featured

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• zk-paillier

  2 109 0.0 Rust

  A collection of Paillier cryptosystem zero knowledge proofs

  

• falcon-public

  1 82 0.0 C++

  Implementation of protocols in Falcon

• garbled-circuit

  1 68 0.0 Python

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

• garble-lang

  1 36 7.3 Rust

  Turing-Incomplete Programming Language for Multi-Party Computation with Garbled Circuits

  

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 Will Happen in 2023 by Fred Wilson

  1 project | news.ycombinator.com | 1 Jan 2023

• Crypto/Web3 Startup Ideas (2023 Edition)

  1 project | news.ycombinator.com | 24 Dec 2022

• Ssss: Shamir's Secret Sharing Scheme

  9 projects | news.ycombinator.com | 27 Oct 2022

• [podcast] Confidential Computing for Machine Learning

  1 project | /r/GradientFlow | 15 Sep 2022

• Is it possible to create ZKP (Range proof) on FHE ciphertext?

  1 project | /r/crypto | 9 Sep 2022
• A note from our sponsor - SaaSHub
  www.saashub.com | 20 May 2024

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