Zama Product Releases - July 2023

Zama has released new versions of its homomorphic encryption products, including TFHE-rs v0.3.0, Concrete v2.0.0, and Concrete ML v1.1.0, aimed at enhancing accessibility, ease, and speed in this field. TFHE-rs v0.3.0 now supports faster homomorphic operations and parallel processing, with a novel method for reducing public key sizes. Concrete v2.0.0 introduces significant enhancements warranting a major version upgrade. Concrete ML v1.1.0 offers optimization tools that can expedite the Fully Homomorphic Encryption inference process in neural networks by up to 20 times and includes an implementation of a large language model (LLM) using FHE to ensure user privacy and protect the model owner's intellectual property.