Efficient pure-Rust library for the Paillier partially homomorphic encryption scheme, offering also packed encoding for encrypting several values together as well as several zero-knowledge proofs related to typical use-cases. Supports several underlying arbitrary precision libraries: GMP and num-bigint.
Several companies have invested resources in the development of this library, including Snips who implemented the original version for use in their privacy-preserving analytics system, and KZen networks who contributed with implementations of many zero-knowledge proofs. See contributions below for more details.
Important: while we have followed recommendations regarding the scheme itself, some parts of this library have not yet been hardened against non-cryptographic attacks such as side-channel attacks.
extern crate paillier;
use paillier::*;
fn main() {
// generate a fresh keypair and extract encryption and decryption keys
let (ek, dk) = Paillier::keypair().keys();
// encrypt four values
let c1 = Paillier::encrypt(&ek, 10);
let c2 = Paillier::encrypt(&ek, 20);
let c3 = Paillier::encrypt(&ek, 30);
let c4 = Paillier::encrypt(&ek, 40);
// add all of them together
let c = Paillier::add(&ek,
&Paillier::add(&ek, &c1, &c2),
&Paillier::add(&ek, &c3, &c4)
);
// multiply the sum by 2
let d = Paillier::mul(&ek, &c, 2);
// decrypt final result
let m: u64 = Paillier::decrypt(&dk, &d);
println!("decrypted total sum is {}", m);
}[dependencies.paillier]
package = "kzen-paillier"
version = "0.2"The choice of underlying arithmetic library may be changed using features
curv/rust-gmp-kzen (default) and curv/num-bigint. GMP generally offers
better performance, but requires GMP shared library to be installed on the
system. nim-bigint is pure Rust implementation of big integer and doesn't
require any external dependencies.
Only performance is affected by choosing one of arithmetic implementation. All functionality remains the same.
In order to build on num-bigint instead, put into Cargo.toml:
[dependencies.paillier]
package = "kzen-paillier"
version = "0.2"
default-features = false
features = ["curv/num-bigint"]Key generation feature keygen is included by default but if unneeded may safely be excluded to avoid extra dependencies.
extern crate paillier;
use paillier::*;
fn main() {
// generate a fresh keypair and extract encryption and decryption keys
let (ek, dk) = Paillier::keypair().keys();
...
}Several benches are included, testing both the underlying arithmetic libraries as well as the operations of the scheme. All may be run using
cargo bench
and including either several arithmetic libraries and key generation as discussed above.
Forked from snipsco/rust-paillier with additional functionality. Licensed under either of
- Apache License, Version 2.0 (LICENSE-APACHE or http://www.apache.org/licenses/LICENSE-2.0)
- MIT license (LICENSE-MIT or http://opensource.org/licenses/MIT)
at your option.
Unless you explicitly state otherwise, any contribution intentionally submitted for inclusion in the work by you, as defined in the Apache-2.0 license, shall be dual licensed as above, without any additional terms or conditions.
Several people have had a significant impact in the development of this library (in alphabetical order):
- Gary Benattar (KZen networks)
- Mario Cornejo (while at Snips)
- Mathieu Poumeyrol (Snips)
- Omer Shlomovits (KZen networks)
and several companies have invested resources:
- Snips sponsored implementation of the original version
- KZen networks sponsored extension of many zero-knowledge proofs
- Snips: privacy-preserving analytics
- KZen networks: multi-party signatures