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README

The README file for this repository.



A curated list by the team at Zama of blog posts, libraries, research papers, and tutorials on Fully Homomorphic Encryption (FHE).

Table of contents

Libraries and solutions

Zama's FHE libraries and solutions.

  • TFHE-rs: A pure Rust implementation of the TFHE scheme for Boolean and integer arithmetics over encrypted data.
  • Concrete: TFHE compiler that converts python programs into FHE equivalents.
  • Concrete ML: Privacy-preserving ML framework built on top of Concrete, with bindings to traditional ML frameworks.
  • fhEVM: A confidential smart contracts protocol for the EVM using homomorphic encryption.
  • Zama Bounty Program and Grant Program: Contribute to Zama's open source libraries and get rewarded. More than €500,000 available in prizes.

Demos

Demos by Zama sorted by date

Tutorials

Tutorials by the Zama team sorted by date

TFHE-rs

Concrete

Concrete ML

fhEVM

Blog posts

Zama's blog posts sorted by date

Product releases

Announcements

Engineering articles

Research papers and publications

Research papers and publications by the Zama team sorted by date

Contributed talks, posters and presentations

Contributed talks and posters by the Zama team sorted by date