Updates on HEIR, the Homomorphic Encryption Compiler Project
Summary
This article provides a comprehensive update on HEIR, Google's homomorphic encryption compiler. It explains how HEIR compiles programs to run on encrypted data, outlines concrete demos (notably a credit card fraud detector), compares encrypted vs. cleartext latency, and details roadmap initiatives including MLIR backends, GPU/TPU support, and new cryptographic schemes.