https://github.com/google/heir

A compiler for homomorphic encryption
https://github.com/google/heir

homomorphic-encryption mlir

Last synced: about 2 months ago
JSON representation

A compiler for homomorphic encryption

• Host: GitHub
• URL: https://github.com/google/heir
• Owner: google
• License: apache-2.0
• Created: 2023-04-17T21:14:13.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-10-29T12:34:23.000Z (2 months ago)
• Last Synced: 2024-10-29T15:00:27.765Z (2 months ago)
• Topics: homomorphic-encryption, mlir
• Language: C++
• Homepage: https://heir.dev/
• Size: 13.6 MB
• Stars: 320
• Watchers: 13
• Forks: 47
• Open Issues: 170
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE
  • Code of conduct: .github/CODE_OF_CONDUCT.md

Awesome Lists containing this project

• awesome-he - HEIR - Google's MLIR-based toolchain for FHE compilers. (Toolkits)

README

        
# HEIR: Homomorphic Encryption Intermediate Representation

![GitHub Workflow Status (with event)](https://img.shields.io/github/actions/workflow/status/google/heir/build_and_test.yml)

![GitHub Contributors](https://img.shields.io/github/contributors/google/heir)

![GitHub Discussions](https://img.shields.io/github/discussions/google/heir)

![GitHub License](https://img.shields.io/github/license/google/heir)

[![OpenSSF Scorecard](https://api.securityscorecards.dev/projects/github.com/google/heir/badge)](https://securityscorecards.dev/viewer/?uri=github.com/google/heir)

An MLIR-based toolchain for

[homomorphic encryption](https://en.wikipedia.org/wiki/Homomorphic_encryption)

compilers. Read the docs at [the HEIR website](https://heir.dev).

For more information on MLIR, see the [MLIR homepage](https://mlir.llvm.org/).

## Contributing

There are many ways to contribute to HEIR:

-   Come to our [twice-monthly meetings](https://heir.dev/community/) to discuss

    active work on HEIR and future project directions. The meetings are recorded

    and posted to our [blog](https://heir.dev/blog/)

-   Work on an issue marked

    ["good first issue"](https://github.com/google/heir/issues?q=is%3Aopen+is%3Aissue+label%3A%22good+first+issue%22)

    or browse issues [labeled by topic](https://github.com/google/heir/labels).

-   Tell us about what you'd like to use HEIR for in an

    [offline discussion thread](https://github.com/google/heir/discussions).

-   Help us understand new FHE research: either

    -   Read a paper tagged under

        [research synthesis](https://github.com/google/heir/labels/research%20synthesis)

        and summarize the novel techniques that could be ported to HEIR.

    -   File new issues under

        [research synthesis](https://github.com/google/heir/labels/research%20synthesis)

        to alert us of papers that should be investigated and incorporated into

        HEIR.

## Support disclaimer

This is not an officially supported Google product.