{"repo":"zama-ai/concrete","free":true,"listed":false,"github":"https://github.com/zama-ai/concrete","clone":"git clone https://github.com/zama-ai/concrete.git","description":"Concrete: TFHE Compiler that converts python programs into FHE equivalent","language":"C++","stars":1572,"topics":["fhe","tfhe","homomorphic-encryption","homomorphic-encryption-library","privacy","gdpr","cryptography","compiler","crypto","encryption"],"license":null,"category":"security-tools","readme_excerpt":"📒 Documentation 💛 Community support 📚 FHE resources by Zama About What is Concrete Concrete is an open-source FHE Compiler that simplifies the use of fully homomorphic encryption (FHE). Built on TFHE technology and leveraging LLVM, Concrete makes writing FHE programs accessible to developers without deep cryptography expertise. Key Features - 🚀 Simple Python API for FHE operations - 🔒 Built-in security guarantees - ⚡ GPU acceleration support - 🛠 Automatic parameter selection - 📊 Built-in performance analysis tools - 🔄 Seamless integration with existing Python code Fully Homomorphic Encryption (FHE) enables performing computations on encrypted data directly without the need to decrypt it first. FHE allows developers to build services that ensure privacy for all users. FHE is also an excellent solution against data breaches as everything is performed on encrypted data. Even if the server is compromised, no sensitive data will be leaked. Concrete is a versatile library that can be used for a variety of purposes. For instance, Concrete ML is built on top of Concrete to simplify Machine-Learning oriented use cases. Table of Contents - Getting Started - Installation - A simple example - Resources - Concrete deep dive - Tutorials - Documentation - Working with Concrete - Citations - Contributing - License - Support Getting Started System Requirements - Python 3.9 - 3.12 - 8GB RAM minimum (16GB recommended) - x86 64 or ARM64 processor Installation We provide multiple installa","default_branch":null,"files":null,"tree":[],"storefront":"/r/zama-ai","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/zama-ai/concrete/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."}