What is Homomorphic Encryption?

This post is part of our Privacy-Preserving Data Science, Explained series.
Homomorphic Encryption a year ago

CrypTen Integration into PySyft

CrypTen integrated in PySyft: a fast SMPC backend for secure computation between servers.
Multi-Party Computation a year ago

What is Secure Multi-Party Computation?

This post is part of our Privacy-Preserving Data Science, Explained Simply series.
Multi-Party Computation a year ago

A privacy-preserving way to find the intersection of two datasets

This post is part of our Privacy-Preserving Data Science, Explained series. Private set intersection (PSI) is a powerful cryptographic techn
COVID-19 a year ago

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.
Homomorphic Encryption a year ago

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.
Homomorphic Encryption a year ago