Top 15 privacy-preserving Open-Source Projects

• awesome-production-machine-learning

  9 15,947 7.4

  A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

  

Project mention: Exploring Open-Source Alternatives to Landing AI for Robust MLOps | dev.to | 2023-12-13

One trove of treasures is the awesome-production-machine-learning repository on GitHub. This curated list provides a multitude of frameworks, libraries, and software designed to facilitate various stages of the ML lifecycle.

• FATE

  2 5,510 9.9 Python

  An Industrial Grade Federated Learning Framework

  

• InfluxDB

  www.influxdata.com sponsored

  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.

  

• primihub

  8 1,196 8.9 C++

  Privacy-Preserving Computing Platform 由密码学专家团队打造的开源隐私计算平台，支持多方安全计算、联邦学习、隐私求交、匿踪查询等。

  

Project mention: PrimiHub – Open-Source Privacy-Preserving Computing Platform | news.ycombinator.com | 2024-03-17

• WeIdentity

  1 1,108 4.4 Java

  基于区块链的符合W3C DID和Verifiable Credential规范的分布式身份解决方案

  

• Freshlytics

  0 347 0.0 TypeScript

  Open source privacy-friendly analytics

• Linux-Guide

  5 320 6.4 Rust

  Linux Guide. Learn about Linux Hardware vendors, Linux in the Cloud, Desktop Environments, Window Mangers, Linux Distributions, Linux Security, Graphics (AMD/NVIDIA/Intel ARC), and Software Apps.

• spu

  1 200 9.5 C++

  SPU (Secure Processing Unit) aims to be a provable, measurable secure computation device, which provides computation ability while keeping your private data protected.

  

Project mention: PUMA: A framework for secure and efficient evaluation of Transformer models [R] | /r/MachineLearning | 2023-08-29

(paper) (github)

• WorkOS

  workos.com sponsored

  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

• daphne

  1 108 9.6 Rust

  Implementation of DAP (by cloudflare)

  

• little-music-player

  2 66 4.8 Java

  Android 1.0+ mini notification based audio player

  

• tiny-music-player

  4 56 5.0 Java

  Android 1.0+ <20KB minimal notification based audio player

  

• TierListMaker

  2 43 0.0 JavaScript

  A client side tier list maker, without any ads

• humbug

  9 38 6.6 Python

  Get usage metrics and crash reports for your API, library, or command line tool.

  

• Analytics_AdBlocker

  1 26 5.3 HTML

  Analytics and Ad Blocker - Protect your privacy while browsing the web.

Project mention: Analytics and Ad Blocker – Manifest Version 3 Privacy Blocker | news.ycombinator.com | 2023-07-19

• OpenRec

  1 13 0.0 Java

  A minimal, open source, offline audio recording app.

• de-google-android_ADB_Tutorial

  2 8 1.8

  How to de-google, increase the security and improve the privacy and usability of the Asus Zenfone via ADB

• SaaSHub

  www.saashub.com sponsored

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

privacy-preserving related posts

• Made a small and privacy aware tier list maker
  1 project | /r/webdev | 11 Jul 2021
• Made a free and privacy respecting tier list maker tool
  1 project | /r/coolgithubprojects | 11 Jul 2021
• Federated Learning
  1 project | news.ycombinator.com | 20 Mar 2021

Index

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