The DESILO FHE Library

What is the DESILO FHE library?

The DESILO FHE library is a homomorphic encryption library that is fast and intuitive. It delivers state-of-the-art performance, maximum accuracy, and versatile usability. Designed to be accessible and efficient for everyone, from beginners unfamiliar with homomorphic encryption to experts developing advanced algorithms.

Built on C++ and CUDA, the DESILO FHE library is optimized for both CPUs and NVIDIA GPUs. It includes a Python wrapper for easy use and seamless integration into existing AI workflows. Additionally, it supports CPU parallelization for environments without GPU access.

Currently, the DESILO FHE library supports real and complex number operations based on the RNS-CKKS scheme, with plans to expand to various integer-based schemes in the future. It provides a powerful solution adaptable to diverse environments and requirements.