fully-homomorphic-encryption
libaco
fully-homomorphic-encryption | libaco | |
---|---|---|
19 | 3 | |
3,455 | 3,437 | |
0.3% | - | |
7.0 | 10.0 | |
about 2 months ago | almost 2 years ago | |
C++ | C | |
Apache License 2.0 | 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.
fully-homomorphic-encryption
-
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.
-
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...
-
Spiralβs Homomorphic Encryption β 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
-
Weβre 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 itβs 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)
libaco
- Show HN: Neco β Coroutine Library for C
- Splitting the stack - is there a library for this?
-
What are the current hot topics in type theory and static analysis?
Coroutines, async/await and general multicore support in the type system. Most languages by now either have some variant of async / await (JavaScript, Kotlin, Swift, Rust) or super-lightweight threads (Go, Elixir, Java via Project Loom), or they just have Monads which supersede coroutines entirely (Haskell, Scala). It's at the point where some say a language isn't suitable for production if it doesn't have good multicore support (also see Rust speeding through getting async/await even though they already have Send + Sync). Even Python and C++ have coroutines now, and of course there is a coroutine library for C which uses macros and low-level magic.
What are some alternatives?
SEAL - Microsoft SEAL is an easy-to-use and powerful homomorphic encryption library.
val - A small library to bring NaNboxing to C
differential-privacy - Google's differential privacy libraries.
coroutine - A asymmetric coroutine library for C.
i2pd - π‘ I2P: End-to-End encrypted and anonymous Internet
Akka - Build highly concurrent, distributed, and resilient message-driven applications on the JVM
monero - Monero: the secure, private, untraceable cryptocurrency
eff - π§ a work in progress effect system for Haskell π§
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.
rfcs - RFC process for Bytecode Alliance projects
EVA - Compiler for the SEAL homomorphic encryption library
dafny - Dafny is a verification-aware programming language