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secure-computation

Here are 64 public repositories matching this topic...

OpenMined / PySyft

Sponsor

Data science on data without acquiring a copy

python cryptography privacy deep-learning pytorch hacktoberfest secure-computation syft federated-learning

Updated Oct 18, 2022
Jupyter Notebook

rdragos / awesome-mpc

A curated list of multi party computation resources and links.

crypto secure-computation multiparty-computation

Updated Jul 14, 2022

tf-encrypted / tf-encrypted

A Framework for Encrypted Machine Learning in TensorFlow

machine-learning cryptography privacy deep-learning tensorflow secure-computation

Updated Sep 6, 2022
Python

data61 / MP-SPDZ

Versatile framework for multi-party computation

mpc secret-sharing secure-computation threshold-cryptography privacy-enhancing-technologies garbled-circuits multi-party-computation multiparty-computation smpc secure-multi-party-computation secure-multiparty-computation confidential-computing

Updated Oct 11, 2022
C++

LatticeX-Foundation / Rosetta

A Privacy-Preserving Framework Based on TensorFlow

homomorphic-encryption secure-computation federated-learning privacy-preserving-machine-learning zero-knowledge-proofs secure-multiparty-computation

Updated Apr 26, 2022
C++

intel / openfl

An open framework for Federated Learning.

python machine-learning deep-learning distributed-computing openfl secure-computation collaborative-learning federated-learning distributed-learning privacy-preserving-machine-learning federated-learning-framework fedavg fedprox pytorch-federated-learning tensorflow-federated-learning keras-federated-learning federated-analytics federated-deep-learning fedcurv fedopt

Updated Oct 18, 2022
Python

encryptogroup / ABY

ABY - A Framework for Efficient Mixed-protocol Secure Two-party Computation

mpc secret-sharing circuit secure-computation encrypto garbled-circuits

Updated Feb 22, 2022
C++

ciphermodelabs / ciphercore

User-friendly secure computation engine based on secure multi-party computation

data-science cryptography analytics secure-computation privacy-enhancing-technologies smpc

Updated Oct 14, 2022
Rust

libOTe

osu-crypto / libOTe

A fast, portable, and easy to use Oblivious Transfer Library

secure-computation ot-protocols ot-extension delta-ot oblivious-transfer-extension oblivious-transfer

Updated Oct 13, 2022
C++

emp-toolkit / emp-tool

mpc secure-computation garbled-circuits

Updated Oct 3, 2022
C++

snipsco / rust-threshold-secret-sharing

A pure-Rust implementation of various threshold secret sharing schemes

rust cryptography secret-sharing secure-computation

Updated Oct 28, 2018
Rust

Jamie-Cui / awesome-secure-computation

Awesome list for cryptographic secure computation paper. This repo includes *Lattice*, *DifferentialPrivacy*, *MPC* and also a comprehensive summary for top conferences.

Updated Jul 13, 2022

emp-toolkit / emp-ot

Oblivious Transfer, Oblivious Transfer Extension and Variations

mpc secure-computation oblivious-transfer

Updated Oct 14, 2022
C++

fresco

aicis / fresco

A FRamework for Efficient Secure COmputation

cryptography mpc fresco secure-computation multiparty-computation

Updated Sep 20, 2022
Java

Ye-D / PPML-Resource

Materials about Privacy-Preserving Machine Learning

machine-learning privacy deep-learning mpc secure-computation

Updated Oct 17, 2022

virtualsecureplatform / kvsp

A VSP; run your encrypted C code AS IS!

cryptography compiler processor homomorphic-encryption secure-computation

Updated Jun 13, 2021
Go

mortendahl / rust-paillier

A pure-Rust implementation of the Paillier encryption scheme

cryptography paillier homomorphic-encryption secure-computation zero-knowledge

Updated Jun 11, 2021
Rust

multiparty / conclave

Query compiler for secure multi-party computation.

cybersecurity mpc secure-computation privacy-enhancing-technologies multiparty multiparty-computation

Updated Aug 18, 2020
Python

snipsco / rust-paillier

A pure-Rust implementation of the Paillier encryption scheme

rust cryptography paillier homomorphic-encryption secure-computation

Updated May 25, 2018
Rust

ZenGo-X / zk-paillier

A collection of Paillier cryptosystem zero knowledge proofs

paillier secure-computation zero-knowledge-proofs

Updated Apr 3, 2022
Rust

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