Summary :- In this blog post we’re going to discuss the rising awareness of surveillance capitalism and how the existing and “in research”
Encrypted inference with ResNet-18 using PyTorch + PySyft on ants & bees images
Third part of the series CKKS explained where we see how to build an HE system from RLWE, implement encryption, decryption, addition and multiplication.
This article briefly discusses the key ideas covered in Part 2 of this lecture by Andrew Trask, which is part of the MIT Deep Learning Serie
Second part of the series CKKS explained where we see how to implement CKKS encoder and decoder.
Photo by Jason Rosewell on UnsplashPrivate conversation is everywhere. If you talk to your wife, it’s obviously a private conversation.
The data protection market is estimated to reach $119 billion by 2022 — this projection highlights the pivotal role the field has in societ
Summary: This blog post provides a summary for each of the Research Talk's presented during the OpenMined Research Presentations: 25 July 20
First part of the series CKKS explained where we see how to implement a vanilla encoder and decoder.
Interview with Kritika Prakash, OpenMined's Featured Contributor for August 2020!
Summary: In this blog we’re going to discuss PATE - "Private Aggregation of Teacher Ensembles". PATE is a private machine learning techniq
I learn best from toy code I can play with. This tutorial teaches Differentially Private Deep Learning using a recently released library called Opacus.
We are so proud to announce that OpenMined has been listed as a Digital Public Good! We are always working towards our mission to make the
Our mission at OpenMined is to make the world more privacy-preserving by lowering the barrier-to-entry to privacy-preserving technologies th
There has been an extraordinary amount of hype attributed to Open AI’s recent GPT-3 API launch —it is very well-deserved. GPT-3 is a rema
Research has shown that it is possible to launch an attack where a malicious user uses Generative adversarial network (GANs) to recreate sam
OpenMinedOpenMined is an open source organisation whose mission is to lower the barrier to entry to privacy preserving technology. Thank you
This post is part of our Privacy-Preserving Data Science, Explained series. In this post, we cover: A brief outline of basic concepts: an ex
“Nothing in life is to be feared, it is only to be understood. Now is the time to understand more, so that we may fear less.” — Marie Curie
The newly created Events Team at OpenMined will focus on online events - everything from open meetups to presentations and webinars. As we h
This post is part of our Privacy-Preserving Data Science, Explained series.
On July 16, the ECJ invalidated the EU-US Privacy Shield, one of the key mechanisms for lawfully transferring data between the EU and the US. Federated Learning and other Privacy Preserving techniques would help solve some of the new challenges organizations face.
This post is part of our Privacy-Preserving Data Science, Explained series. Differential privacy has been established as the gold standard
Interview with Kyoko Eng, OpenMined's Featured Contributor for July 2020!
