A Rust library for lattice-based additive homomorphic encryption.

Related tags

Cryptography Cupcake
Overview

Cupcake

Cupcake is an efficient Rust library for the (additive version of) Fan-Vercauteren homomorphic encryption scheme, offering capabilities to encrypt vectors, add/subtract two encrypted vectors, and rerandomize a ciphertext.

Requirements

Cupcake requires or works with

  • Mac OS X or Linux

Installation

Add the following line to the dependencies of your Cargo.toml:

Cupcake = "0.1.1"

Building from source

git clone https://github.com/facebookresearch/Cupcake
cd cupcake
cargo build --release

Examples

Several examples are included in examples/<name>.rs, and can be run via cargo run --example <name>

Documentation

Documentation on the API can be built from cargo doc.

Benchmarks and Tests

We have included benchmarks and tests for both homomorphic operations and underlying arithmetic operations. They can be run using cargo bench and cargo test.

Supported parameters

Currently, we provide only one set of secure parameter, namely FV::<Scalar>::default_2048();. This parameter set has an estimated security level of about 128 bits according to the homomorphic encryption security standards link. Use other parameters at your own risk! With the default parameter set, the plaintext type is vector of u8 with a fixed length 2048.

References

See the CONTRIBUTING file for how to help out.

License

Cupcake is MIT licensed, as found in the LICENSE file.

Comments
  • Crate naming conventions

    Crate naming conventions

    Hi @haochenuw,

    Not sure if you're aware of this, but just as a friendly heads up, in the Rust community, usually crate names are all in lowercase; this matches the naming scheme for modules. See here and here for details. (There is some disagreement on whether to choose kebab-case or snake_case, but in both cases the name is all lowercase.)

    Hence I'd like to suggest renaming the crate to cupcake to follow these conventions. Of course, feel free to close this issue if you'd like to keep the name as is.

    opened by Pratyush 2
  • Performance Optimizations

    Performance Optimizations

    • Use Lazy NTT
    • Other performance optimizations on random sampling, etc
    • Refactored benchmarks into scheme, polynomial, and integer level. Add micro benchmarks
    CLA Signed 
    opened by haochenuw 1
  • Implement `std::ops::{Add, Sub, AddAssign, SubAssign}` for ring elements and for ciphertexts

    Implement `std::ops::{Add, Sub, AddAssign, SubAssign}` for ring elements and for ciphertexts

    Rust enables overloading of the +, +=, -, and -= operators for user-defined types; this could be used to enable writing something like &a + &b, where a and b are ciphertexts, or even where b is a plaintext message. For ring-ring and ciphertext-ciphertext addition, the impl is fairly straightforward, along the lines of

    impl<'a, T> Add<&'a RqPoly<T>> for &'a RqPoly<T>
where
    T: Clone + ArithUtils<T> + PartialEq,
{
	type Output = RqPoly<T>;
	
	fn add(self, other: &RqPoly<T>) -> RqPoly<T> {
		let mut result = self.clone();
		result.add_inplace(other);
		result
	}
}

impl<'a, T> Add<&'a FVCiphertext<T>> for &'a FVCiphertext<T>
where
    T: Clone + ArithUtils<T> + PartialEq,
{
	type Output = FVCiphertext<T>;
	
    fn add(self, other: &FVCiphertext<T>, ct2: &FVCiphertext<T>) -> FVCiphertext<T> {
    	let mut result = self.clone();
		result.0.add_inplace(&other.0);
		result.1.add_inplace(&other.1);
		result
    }
}

    For plaintext-ciphertext addition, it's a little more complicated as we need to pass in some additional data (namely, self.delta here), but if we include this data in the ciphertext or plaintext then overloading should be possible still.

    Let me know if a PR for some of these changes would be appreciated!

    opened by Pratyush 1
  • Adding serialization capability.

    Adding serialization capability.

    • Added support to serialize RqPolys and FVCiphertexts into Vec using the to_bytes function.
    • Added deserialization support through the API FV::from_bytes(& Vec).
    CLA Signed 
    opened by haochenuw 0
  • Question. using with serde or string

    Question. using with serde or string

    Hello. I only know the definition of Homomorphic Encryption. And I want to use a cupcake for my personal project.

    However, there are only a few simple examples. So, I leave a question here. I want to use a homomorphic encryption with a string or serde data. Can you give me some examples code?

    And is it right to ask here?

    opened by 1tang2bang92 0
  • sk and pk serialization/deserialization

    sk and pk serialization/deserialization

    Hello! Sorry for my (maybe) naive question but I am fairly new to the Rust language. I wanted to ask if there could be a method to serialize/deserialize the pk and the sk into a Vec. Maybe with serde::Serialize on the RqPoly struct and an sk.to_bytes() impl. Thanks in advance.

    opened by fuzzc0re 0
Releases(v0.2.1)
Owner
Facebook Research
Facebook Research
GitHub
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