Discover OpenMined/PIR Open Source project by @OpenMined

A library for doing homomorphic encryption operations on tensors

9,418

TenSEAL

A Peer-to-peer Platform for Secure, Privacy-preserving, Decentralized Data Science

790

PyGrid-deprecated---see-PySyft-

The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy

614

PyDP

SOON TO BE DEPRECATED - Private machine learning progress

486

private-ai-resources

469

PipelineDP

PipelineDP is a Python framework for applying differentially private aggregations to large datasets using batch processing systems such as Apache Spark, Apache Beam, and more.

Privacy Preserving Vertical Federated Learning

271

PyVertical

A privacy preserving NLP framework

211

SyferText

A place where our community can discuss OpenMined Courses, including posting questions, sharing feedback, or providing comments for discussion!

196

courses

168

syft.js

The official Syft worker for Web and Node, built in Javascript

This repository contains OpenMined's official development and community roadmap.

147

Roadmap

131

PSI

Private Set Intersection Cardinality protocol based on ECDH and Bloom Filters

A SMPC companion library for Syft

128

SyMPC

The official Syft worker for secure on-device machine learning

KotlinSyft

Kotlin

PyDentity

A repository for leveraging Self-Sovereign Identity in applications

SOON TO BE DEPRECATED - The TensorFlow bindings for PySyft

PySyft-TensorFlow

A multi-language library for translating commands between PyTorch, TensorFlow, and TensorFlow.js

Threepio

Function Secret Sharing library for Python and Rust with hardware acceleration

sycret

Rust

SwiftSyft

The official Syft worker for iOS, built in Swift

Swift

openmined-website

The OpenMined website...

A privacy-preserving app for comparing last-known locations of coronavirus patients

covid-alert

A library for running Functional Encryption on tensors

PyFE

Python wrapper for open source Zero Proof Knowledge Library

PyZPK

OpenMined courses application

openmined

opus

Federated Learning on HyperLedger Aries

PyAriesFL

Defines types for all Serde encoding across languages

syft-proto

datasets

The user interface for PyGrid!

pygrid-admin

Differential privacy implementation in the Java family of languages (Java, Kotlin, Scala etc...)

JavaDP

aries-did.js

A repo for exploring the use of Hyperledger Aries to facilitate decentralised identity services.

Deliberate experimental Rust implementation of Syft

syft_experimental

Rust

SwiftDP

Swift wrapper for Google's Differential Privacy Project

Objective-C++

writing

sgx-experiments

Trusted execution experiments with Intel SGX

Makefile

omui

The OpenMined UI component system for usage in all our web applications and Framer prototyping

This is the main hub for those interested in design in the OpenMined community

design

Tensor Based Environment Framework for Training RL Agents - Pre Alpha

CampX

All our community health files

.github

design-assets

All OpenMined design assets

Bootcamps

serverless-website-api

SOON TO BE DEPRECATED - A Github statistics fetcher, running on a cron job, with permanent storage to DynamoDB, for the OpenMined community.

The website for our 2020 privacy conference

privacy-conference

Validation assets for core OpenMined libraries

PyDPValidator

Repository for carrying out Pentesting on OM Infrastructure

X-PenTest

NetworkRegistry

miner

A collection of web scraping technologies focused around making it easy for users to download their data.

paillier.js

A pure javascript implementation of paillier - runnable in browser, node, or react native

research

Hackathon-DSA

SOON TO BE DEPRECATED - The theme for the OpenMined and Weekly Digs blogs.

openmined-ghost-theme

SCSS

GridMonitor

SOON TO BE DEPRECATED - A user interface for monitoring a network router for PyGrid Platform

CSS

diffPrivR

R implementation of google's differential privacy library

daa.js

A javascript wrapper around https://github.com/xaptum/ecdaa

syft-enclave

SOON TO BE DEPRECATED - A library for encrypted, privacy preserving machine learning

syft.cpp

A Kotlin library for private set intersection

OpenGridNodes

KotlinPSI

clojure-dp

Clojure

trasterisk

kwarger is a Flake8 plugin which enforces named kwargs or trasterisks in your function arguments