Build an Homomorphic Encryption Scheme from Scratch with Python

This blog post aims at explaining the basic mathematical concepts behind most of today's homomorphic encryption schemes, and then build upon this to implement our own scheme (similar to BFV) from scratch using Python.

OpenMined Featured Contributor: April 2020

Interview with Benjamin Szymkow, OpenMined's Featured Contributor for April 2020!

Genetic data privacy in the dawn of big data forensics

“You would see hundreds and hundreds of unsolved crimes solved overnight,” Detective Michael Fields of the Orlando Police Department, from

If the COVID19-pandemic were the earthquake, privacy loss could become the next tsunami

OpenMined research scientist Georgios Kaissis discusses patient data sharing requests, contact and location tracking and their privacy implications for the COVID-19 pandemic and beyond.

PySyft, PyTorch and Intel SGX: Secure Aggregation on Trusted Execution Environments

When we talk about sensitive data and cloud computing, how can we guarantee the remote, secure and private execution of our applications? One possible solution to this problem is to run the application in a Trusted Execution Environment (TEE).

Roadmap to Differential Privacy for All

Team DP has been tasked with delivering differential privacy as a simple to use package for app developers, data engineers and machine learn

After the lockdown

How do we get back to work and save our economy without re-triggering the pandemic?

PyGrid: A Peer-to-Peer Platform for Private Data Science and Federated Learning

What if you could train on all of the world’s data, without that data leaving the device, and while keeping that data private? PyGrid is a peer-to-peer platform for private data science and federated learning.

Homomorphic Encryption in PySyft with SEAL and PyTorch

In this post we showcase a new tensor type that leverages the CKKS homomorphic encryption scheme implemented on the SEAL Microsoft library to evaluate tensor operations on encrypted data.

Inference privacy: what is it, and why do we care?

When you ask your home voice assistant to check the weather, it is listening to and saving not only your voice but also everything else tha

Marathi Translations of PySyft Tutorials

नमस्कार everyone! Our efforts towards wider community outreach have reached another endpoint as the marathi translations for PySyft tutorial

OpenMined Featured Contributor: March 2020

Interview with Grayson Carroll, OpenMined's Featured Contributor for March 2020!

OpenMined is wrapping Google's differential privacy into your app (and we need you!)

Building an easy to use wrapper around a robust cryptography library for use in mobile apps and browsers. COVID-19 is not the first pandemic

OpenMined’s Efforts for the Coronavirus Pandemic: COVID Alert App, Private Set Intersection, a Differential Privacy Wrapper and Private Identity

COVID Alert App, Private Set Intersection, Differential Privacy Wrapper, Private Identity

OpenMined tillhandahåller open-source integritetsskydd för Covid-19 appar

We sincerely thank Anna Dahlin (@AnnaDahlin) for this translation! Click here for English. Just nu utvecklas många appar runt om i världen f

OpenMined Menyediakan Kode Pemrograman Open-Source Yang Melindungi Privasi Untuk Aplikasi COVID-19

Kami mengucapakan terima kasih pada Ellyana Linden (github , LinkedIn)  untuk terjemahan ini. Click here for English. Saat ini, aplikasi-apl

OpenMinded Influencer Pitch Day

In short: We actively curating content on research, demos, tutorials, socio-technical stories related to privacy technology, ML and AIYou ca

OpenMined Brand Guide Update

Hello all! Our community and our reach has blossomed over the last several days, weeks, and years. It is a very cool and exciting movement t

করোনাভাইরাস অ্যাপ্লিকেশন এর জন্য OpenMined দিচ্ছে ওপেন-সোর্স প্রাইভেসি সুবিধা

We sincerely thank Zarreen Reza and Mir Mohammad Jaber for this translation! Click here for English. বিশ্বকে অর্থনৈতিক ও মহামারীর হুমকি হতে

COVID-19アプリ開発のために、OpenMinedはオープンソースのプライバシー保護ライブラリを提供します

私たちは翻訳を行ってくれた大橋功に心から感謝します。Click here for English. 世の中の経済的、疫学的ダメージを軽減するため、世界中でCOVID-19アプリが旧ビッチで開発されています。COVID-19アプリとは何らかの方法でCOVID-19の感染拡大の抑止等

OpenMined fournit un support open source de privacy pour les applications covid-19

On remercie énormément Soumia Zohra El Mestari pour cette traduction! Click here for English. Afin de réduire les menaces économiques et épi

ओपनमाइंड COVID-19 अ‍ॅप्ससाठी मुक्त-स्त्रोत (ओपन-सोर्स) गोपनीयता प्रदान करीत आहे

We sincerely thank Krunal Kshirsagar for this translation! (Twitter, Github) Click here for English. समाजाला होणार्‍या आर्थिक आणि साथीच्या द

OpenMined, COVID-19 uygulamaları için Açık-Kaynak Mahremiyeti Sağlıyor

Bu çeviri için Zumrut Muftuoglu’ na içtenlikle teşekkür ederiz. Click here for English. Toplumların karşılaştıkları ekonomik ve salgın tehd

Open-Mined fornisce tecnologia Open-Source per salvaguardare la privacy durante la crisi del COVID-19

‌Ringraziamo Antonio Lopardo per questa traduzione in italiano! Click here for English. In tutto il mondo, in molti stanno cercando di mitig