Google's HEIR Aims to Make Homomorphic-Encrypted Inference a One-Click Capability

Google is introducing HEIR (Homomorphic Encryption Intermediate Representation), an open-source compiler and development toolchain designed to make encrypted computation easier to deploy. In particular, HEIR can compile pre-trained AI models built for conventional, unencrypted inputs so they can instead operate on encrypted data.

By Sergio De Simone