Zama Product Releases - July 2024

July 5, 2024
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The Zama Team

This month, our team at Zama released a new version of TFHE-rs (v0.7), alongside new versions of Concrete (v2.7), Concrete ML (v1.6) and the fhEVM (v0.5). With these releases, Zama continues to build its suite of products to make homomorphic encryption accessible, easy, and fast.

TFHE-rs v0.7

TFHE-rs v0.7 now supports the compression of ciphertexts that encrypt the result of some homomorphic computations. This new feature reduces the size of ciphertexts by up to 1,900x with the provided parameters! Additionally, TFHE-rs v0.7 allows users to leverage multi-GPU architectures, which are widely deployed on servers, to drastically enhance computational performance.

Read the full release blog post here

Concrete v2.7

Concrete v2.7 introduces the first wheel that can accelerate computations on GPUs! In this new release, we also extend the support for function composition, and add several new features in the Python frontend for the user.

Read the full release blog post here

Concrete ML v1.6

Concrete ML v1.6 improves latency on large neural networks, adds support for pre-trained tree-based models and eases collaborative computation by introducing DataFrame schemas and by facilitating the deployment of logistic regression training. While GPU support will be available very soon in Concrete ML, some early latency results are given in the blog post. 

Read the full release blog post here

fhEVM v0.5

fhEVM v0.5 introduces many significant enhancements to improve the security and efficiency of handling encrypted data in your applications, including packed input mechanism, enhanced Access Control List (ACL), and updated decryption and re-encryption process. Most importantly, starting from fhEVM v0.5, the Solidity API comes into a stable and finalized version that will be compatible for future versions and across various chains.

Read the full release blog post here

Read more related posts

TFHE-rs v0.7: Ciphertext Compression, Multi-GPU Support and More

TFHE-rs v0.7 introduces the compression of ciphertexts that encrypt the result of homomorphic computations and many improvements.

Read Article

Concrete ML v1.6: Bigger Neural Networks and Pre-trained Tree-based Models

Concrete ML v1.6 improves latency on large neural networks and supports pre-trained tree-based models with many other improvements

Read Article

Concrete v2.7: GPU Wheel, Extended Function Composition and Other Improvements

Concrete v2.7 introduces the first wheel that can accelerate computations on GPUs and adds many other new features.

Read Article

fhEVM v0.5: Enhanced Security and Efficiency for Encrypted Data

fhEVM v0.5 introduces many enhancements to improve the security and efficiency of handling encrypted data in your applications.

Read Article