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Training a CNN using SPDZ

An implementation of Convolutional Neural Networks (CNNs) using secure Multi-Party Computation (MPC).
Tutorials 7 months ago

Weekly Digs #10

Small but good: we only dug up one paper this week but it comes with very interesting claims.
Private ML 8 months ago

Weekly Digs #9

If anyone had any doubt that private machine learning is a growing area then this might take care of that: one week with papers on MPC, HE, SGX, and DP.
Private ML 8 months ago

Weekly Digs #7

While academia may still be a bit busy with submission deadlines, industry reported interesting stories this week regarding secure computation
Private ML 9 months ago

Weekly Digs #6

A slightly slower period yet still new work on differential privacy and covert channels!
Private ML 9 months ago

Weekly Digs #5

Good mix of approaches this time, including custom secure computation, secure enclaves, peer-to-peer gossip, and differential privacy.
Private ML 10 months ago

Welcome to the OpenMined Blog!

The OpenMined blog is your source for all official announcements, tutorials, and general news within the community.
Announcements 10 months ago

Weekly Digs #4

Shorter but still interesting mix this week with two pillars of private machine learning: homomorphic encryption and differential privacy!
Private ML 10 months ago

Weekly Digs #3

Big news this week with a good mix of everything: guides to help you explore, practical tools, and interesting new ideas! Enjoy.
Private ML 10 months ago

Weekly Digs #2

This week saw updates on training logistic and boosting models on encrypted data, and an update to the student-teacher approach.
Private ML a year ago

Weekly Digs #1

We are very happy to finally kick off our weekly dig into what's currently going on in private machine learning!
Private ML a year ago