openfhe-development
fully-homomorphic-encryption
| openfhe-development | fully-homomorphic-encryption | |
|---|---|---|
| 5 | 19 | |
| 612 | 3,456 | |
| 5.4% | 0.3% | |
| 8.7 | 7.0 | |
| 7 days ago | about 2 months ago | |
| C++ | C++ | |
| BSD 2-clause "Simplified" License | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
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
fully-homomorphic-encryption
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What are the current hot topics in type theory and static analysis?
Secure computing. This includes Fully Homomorphic Encryption AKA FHE, of which there is a language/compiler which just got released and Google's older FHE compiler. FHE is probably more "compiler" than "type system", e.g. Google's compiler works on C++. Also Security Type Systems which include Oblivious data structures and Oblivious ADTs.
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Ask HN: Should we follow what impresses us?
I don't have any advice for you, but I do work on homomorphic encryption at Google and we have an FHE compiler project [1] (though it is likely going to change a lot in the coming year). I happen to have a math PhD, so the transition to this field was not a huge stretch, but before that I worked in supply chain optimization for data centers, and just decided this was too exciting to pass up.
[1]: https://github.com/google/fully-homomorphic-encryption/issue...
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Spiral’s Homomorphic Encryption – Is This the Future of Privacy?
+1, and some compilers already exist to do that for you. See, e.g., Google's compiler (which I work on). https://github.com/google/fully-homomorphic-encryption
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We’re Christian Mouchet, Jean-Philippe Bossuat, Kurt Rohloff, Nigel Smart, Pascal Paillier, Rand Hindi, Wonkyung Jung, various researchers and library developers of homomorphic encryption to answer questions about homomorphic encryption and why it’s important for the future of data privacy! AMA
Once the tools are written, you should be able to take a program written in some language foo and transpile it to a FHE version of foo. See Google's C++ to FHE-C++ transpiler. Thus, you can test/debug your application without FHE before transpiling to something that is FHE.
- Google releases C++ Transpiler for Fully Homomorphic Encryption
- Fully Homomorphic Encryption by Google
- Fully homomorphic encryption (Google GitHub)
- r/crypto - Fully Homomorphic Encryption by Google
- Fully Homomorphic Encryption (FHE)
What are some alternatives?
gsoc - NumFOCUS Google Summer of Code Materials
SEAL - Microsoft SEAL is an easy-to-use and powerful homomorphic encryption library.
liberate-fhe - A Fully Homomorphic Encryption (FHE) library for bridging the gap between theory and practice with a focus on performance and accuracy.
differential-privacy - Google's differential privacy libraries.
concrete - Concrete: TFHE Compiler that converts python programs into FHE equivalent
i2pd - 🛡 I2P: End-to-End encrypted and anonymous Internet
lattigo - A library for lattice-based multiparty homomorphic encryption in Go
monero - Monero: the secure, private, untraceable cryptocurrency
pboted - Standalone C++ client for I2P/Bote (server-less encrypted KademliaDHT-based email protocol).
HElib - HElib is an open-source software library that implements homomorphic encryption. It supports the BGV scheme with bootstrapping and the Approximate Number CKKS scheme. HElib also includes optimizations for efficient homomorphic evaluation, focusing on effective use of ciphertext packing techniques and on the Gentry-Halevi-Smart optimizations.
EVA - Compiler for the SEAL homomorphic encryption library
libaco - A blazing fast and lightweight C asymmetric coroutine library 💎 ⛅🚀⛅🌞