{"repo":"Desilo/liberate-fhe","free":true,"listed":false,"github":"https://github.com/Desilo/liberate-fhe","clone":"git clone https://github.com/Desilo/liberate-fhe.git","description":"A Fully Homomorphic Encryption (FHE) library for bridging the gap between theory and practice with a focus on performance and accuracy.","language":"Python","stars":147,"topics":["homomorphic-encryption","cryptography","cuda","encryption","fhe","gpu-accelerated","homomorphic-encryption-library","privacy","python","data-science"],"license":"BSD-3-Clause-Clear","category":"security-tools","readme_excerpt":"⚠️ This Library is now Deprecated Liberate.FHE is no longer maintained. It has been replaced by its successor, the DESILO FHE library . We highly recommend using this new library, which is easier to use and has more functionalities, including bootstrap. If you have any questions, please contact us at library@desilo.ai. View the new library here: https://fhe.desilo.dev/ Welcome to Liberate.FHE! Liberate.FHE is an open-source Fully Homomorphic Encryption (FHE) library for bridging the gap between theory and practice with a focus on performance and accuracy. Liberate.FHE is designed to be user-friendly while delivering robust performance, high accuracy, and a comprehensive suite of convenient APIs for developing real-world privacy-preserving applications. Liberate.FHE is a pure Python and CUDA implementation of FHE. So, Liberate.FHE supports multi-GPU operations natively. The main idea behind the design decisions is that non-cryptographers can use the library; it should be easily hackable and integrated with more extensive software frameworks. Additionally, several design decisions were made to maximize the usability of the developed software: - Make the number of dependencies minimal. - Make the software easily hackable. - Set the usage of multiple GPUs as the default. - Make the resulting library easily integrated with the pre-existing software, especially Artificial Intelligence (AI) related ones. Key Features - RNS-CKKS scheme is supported. - Python is natively supported. - ","default_branch":null,"files":null,"tree":[],"storefront":"/r/Desilo","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Desilo/liberate-fhe/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."}