{"repo":"google/fully-homomorphic-encryption","free":true,"listed":false,"github":"https://github.com/google/fully-homomorphic-encryption","clone":"git clone https://github.com/google/fully-homomorphic-encryption.git","description":"Homomorphic Encryption demos","language":"Starlark","stars":3692,"topics":["fully-homomorphic-encryption","privacy","cryptography","homomorphic-encryption","fhe","compiler","encryption"],"license":"Apache-2.0","category":"security-tools","readme_excerpt":"HEIR: The Future of Fully Homomorphic Encryption HEIR is revolutionizing privacy-preserving computation with a simple mantra: Make it easy, Make it fast, Make it scale. - Make it easy: HEIR serves as a powerful development platform and compiler toolchain that automates the conversion of existing models into FHE-compatible versions. - Make it fast: By supporting multiple FHE schemes and high-performance backends, HEIR ensures your encrypted workloads run with optimal efficiency. - Make it scale: Leveraging MLIR (Multi-level Intermediate Representation), HEIR provides the abstraction necessary to represent and scale complex models across diverse dialects. Check out the FHE Demos repository to see HEIR in action! The team, with help from close collaborators, is currently tackling a variety of models, including CNNs, to unlock transformative use cases for developers—all without requiring you to master cryptography or the complex nuances of FHE. A little History What started with a C++ transpiler 5 years ago, morphed into two new Open Source libraries: - HEIR which stands for Homomorphic Encryption Intermediate Representation is an MLIR-based toolchain for homomorphic encryption compilers. - Jaxite is a fully homomorphic encryption backend targeting TPUs and GPUs, written in JAX. Note: Looking for the original \"Google Transpiler\" project? See the archived codebase Reach out Interested in working with us on FHE, HEIR, or Jaxite? Check out HEIR Community Outreach Links What is Fully","default_branch":null,"files":null,"tree":[],"storefront":"/r/google","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/google/fully-homomorphic-encryption/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}