Description

PYthon For Hmomorphic Encryption Libraries, Pyfhel implements somefunctionalities of Homomorphic Encryption libraries such as sum, mult, or scalar product in Python. Pyfhel uses a syntax similar to normal arithmetics (+,-,*). This library is useful both for simple Homomorphic Encryption Demos as well as for complex problems such as Machine Learning algorithms. Pyfhel is built on top of Afhel, an Abstraction Hmomorphic Encryption Libraries in C++. Afhel serves as common API for all three backends. Additionally, this project contains a large series of Demos & Tests for HElib|SEAL, Afhel & Pyfhel.