liberate-fhe
openfhe-development
| liberate-fhe | openfhe-development | |
|---|---|---|
| 1 | 5 | |
| 96 | 612 | |
| - | 5.4% | |
| 8.0 | 8.7 | |
| 3 months ago | 3 days ago | |
| Python | C++ | |
| BSD 3-clause Clear License | BSD 2-clause "Simplified" License |
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liberate-fhe
openfhe-development
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(CMU alum here) Do you have strong programming experience and want to participate in Google Summer of Code to help push open-source forward?
What is OpenFHE: From our github page: OpenFHE is an open-source FHE library that includes efficient implementations of all common FHE schemes:
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OpenFHE (lattice cryptography library) is calling for participation in our Google Summer of Code!
I'm pleased to announce that OpenFHE has been accepted to GSoC 2023 under the NumFOCUS umbrella (see 2023 project listing). Our proposed projects are listed on our wiki but TL;DR we're hoping to expand the library's reach by providing SDKs for
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Google’s Fully Homomorphic Encryption Compiler – A Primer
There seem to be built-in methods for serializing and deserializing crypto context as well as ciphertexts [0], so it shouldn't be too difficult to build a "complete" example that performs the actual computation in a different application. That said, with a duration of 7 seconds for a simple addition, it is still far from many practical applications, in my opinion.
[0] https://github.com/openfheorg/openfhe-development/blob/main/...
- OpenFHE – Open-Source Fully Homomorphic Encryption Library
- OpenFHE C++ Fully Homomorphic Encryption Library version 1.0 released
What are some alternatives?
concrete-numpy - Concrete-Numpy: A library to turn programs into their homomorphic equivalent.
gsoc - NumFOCUS Google Summer of Code Materials
TransformerEngine - A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper and Ada GPUs, to provide better performance with lower memory utilization in both training and inference.
concrete - Concrete: TFHE Compiler that converts python programs into FHE equivalent
fully-homomorphic-encryption - An FHE compiler for C++
lattigo - A library for lattice-based multiparty homomorphic encryption in Go
pboted - Standalone C++ client for I2P/Bote (server-less encrypted KademliaDHT-based email protocol).