Zama product announcement - January 2023

Zama has released TFHE-rs, the fastest public implementation of the TFHE scheme, along with updates to its Concrete ML and Concrete Numpy libraries, as part of its ongoing effort to make fully homomorphic encryption more accessible, efficient, and user-friendly. TFHE-rs is a pure Rust implementation designed for boolean and small integer operations on encrypted data, serving as the new reference implementation with advanced security parameters and features. The updated Concrete Numpy v0.9 includes performance improvements, 16-bit integer table lookups, and additional new features, while Concrete ML v0.6 introduces fast, high-precision linear models and support for 16-bit accumulators for both built-in and custom neural networks.