fully-homomorphic-encryption
EVA
| fully-homomorphic-encryption | EVA | |
|---|---|---|
| 19 | 1 | |
| 3,455 | 211 | |
| 0.3% | 0.0% | |
| 7.0 | 0.0 | |
| about 2 months ago | about 2 years ago | |
| C++ | C++ | |
| Apache License 2.0 | MIT License |
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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)
EVA
What are some alternatives?
SEAL - Microsoft SEAL is an easy-to-use and powerful homomorphic encryption library.
differential-privacy - Google's differential privacy libraries.
Seal - 🦭 Video/Audio Downloader for Android, based on yt-dlp, designed with Material You
i2pd - 🛡 I2P: End-to-End encrypted and anonymous Internet
monero - Monero: the secure, private, untraceable cryptocurrency
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.
libaco - A blazing fast and lightweight C asymmetric coroutine library 💎 ⛅🚀⛅🌞
MuchPIR - Homomorphic Encryption PIR Postgres C/C++ Agregate Extension.
brainfreeze - Fully Homomorphic Brainfuck
expensive-relay - a nostr relay that requires a single registration payment per pubkey