secure-computation

There are 14 repositories under secure-computation topic.

OpenMined / PySyft
Perform data science on data that remains in someone else's server
cryptography deep-learning federated-learning hacktoberfest privacy python pytorch secure-computation syft
Language:Python 9804
rdragos / awesome-mpc
A curated list of multi party computation resources and links.
secure-computation multiparty-computation crypto
1928
tf-encrypted / tf-encrypted
A Framework for Encrypted Machine Learning in TensorFlow
confidential-computing cryptography deep-learning machine-learning privacy secure-computation tensorflow
Language:Python 1237
data61 / MP-SPDZ
Versatile framework for multi-party computation
mpc privacy-enhancing-technologies multi-party-computation multiparty-computation secret-sharing garbled-circuits secure-computation threshold-cryptography secure-multiparty-computation confidential-computing secure-multi-party-computation smpc
Language:C++ 1101
BUAA-BDA / OpenHuFu
OpenHuFu is an open-sourced data federation system to support collaborative queries over multi databases with security guarantee.
data-federation federated-learning differential-privacy mpc multiparty-computation secure-computation spatial-analysis spatial-queries privacy-preserving spatial-data-analysis swarm-intelligence data-privacy data-security data-sharing transportation
Language:Java 731
LatticeX-Foundation / Rosetta
A Privacy-Preserving Framework Based on TensorFlow
privacy-preserving-machine-learning secure-multiparty-computation homomorphic-encryption zero-knowledge-proofs federated-learning secure-computation
Language:C++ 555
encryptogroup / ABY
ABY - A Framework for Efficient Mixed-protocol Secure Two-party Computation
secure-computation mpc garbled-circuits secret-sharing circuit encrypto
Language:C++ 488
libOTe
osu-crypto / libOTe
A fast, portable, and easy to use Oblivious Transfer Library
ot-protocols ot-extension delta-ot oblivious-transfer-extension secure-computation oblivious-transfer
Language:C++ 477
ciphermodelabs / ciphercore
User-friendly secure computation engine based on secure multi-party computation
analytics cryptography data-science privacy-enhancing-technologies secure-computation smpc
Language:Rust 377
Ye-D / PPML-Resource
Materials about Privacy-Preserving Machine Learning
deep-learning machine-learning mpc privacy secure-computation
259
emp-toolkit / emp-tool
garbled-circuits mpc secure-computation
Language:C++ 235
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.
cryptography papers awesome-list homomorphic-encryption differential-privacy mpc privacy privacy-enhancing-technologies lattice ot-extension paper oblivious-transfer paper-summary secure-protocols private-set-intersection psi pir fss private-information-retrieval secure-computation
218
emp-toolkit / emp-ot
Oblivious Transfer, Oblivious Transfer Extension and Variations
mpc oblivious-transfer secure-computation
Language:C++ 178
snipsco / rust-threshold-secret-sharing
A pure-Rust implementation of various threshold secret sharing schemes
secret-sharing cryptography rust secure-computation
Language:Rust 169
fresco
aicis / fresco
A FRamework for Efficient Secure COmputation
fresco secure-computation mpc cryptography multiparty-computation
Language:Java 140
ladnir / cryptoTools
A repo to hold common tools used by my crypto projects
cryptography-library secure-computation
Language:C++ 131
mortendahl / rust-paillier
A pure-Rust implementation of the Paillier encryption scheme
cryptography homomorphic-encryption paillier secure-computation zero-knowledge
Language:Rust 121
ZenGo-X / zk-paillier
A collection of Paillier cryptosystem zero knowledge proofs
paillier secure-computation zero-knowledge-proofs
Language:Rust 120
secretflow / yacl
YACL (Yet Another Common crypto library) is a C++ library that contains cryptography, network and io modules which other SecretFlow code depends on.
crypto cryptography cryptography-library dpf oblivious-transfer ot secure-computation vole gm lpn psi psu svole
Language:C++ 118
virtualsecureplatform / kvsp
A VSP; run your encrypted C code AS IS!
cryptography secure-computation homomorphic-encryption processor compiler
Language:Go 118
multiparty / conclave
Query compiler for secure multi-party computation.
mpc multiparty-computation secure-computation cybersecurity privacy-enhancing-technologies multiparty
Language:Python 100
snwagh / falcon-public
Implementation of protocols in Falcon
multi-party-computation secure-computation privacy-enhancing-technologies privacy-preserving-machine-learning
Language:C++ 95
encryptogroup / MOTION
An efficient, user-friendly, modular, and extensible framework for mixed-protocol secure multi-party computation with two or more parties
cmake multiparty-computation oblivious-transfer ot-extension mpc secret-sharing garbled-circuits secure-computation cryptography privacy privacy-enhancing-technologies fibers smpc
Language:C++ 90
snipsco / rust-paillier
A pure-Rust implementation of the Paillier encryption scheme
paillier cryptography rust secure-computation homomorphic-encryption
Language:Rust 82
ojroques / garbled-circuit
A two-party secure function evaluation using Yao's garbled circuit protocol
garbled-circuits yao secure-computation
Language:Python 78
tf-encrypted / moose
Secure distributed dataflow framework for encrypted machine learning and data processing
secure-computation machine-learning privacy cryptography data-science distributed-computing
Language:Rust 68
NillionNetwork / tinynmc
Minimal pure-Python implementation of a secure multi-party computation (MPC) protocol for evaluating arithmetic sum-of-products expressions via a non-interactive computation phase.
linear-secret-sharing lsss mpc multi-party-computation multiparty-computation secret-sharing secure-computation secure-multi-party-computation secure-multiparty-computation shamir-secret-sharing shamirs-secret-sharing information-theoretic-security linear-secret-sharing-scheme
Language:Python 66
paulveillard / cybersecurity-architecture
An ongoing & curated collection of awesome software best practices and techniques, libraries and frameworks, E-books and videos, websites, blog posts, links to github Repositories, technical guidelines and important resources about Software & Systems Architecture in Cybersecurity
secure-by-default secure-by-design security-in-artificial-intelligence cybersecurity-education secure-storage secure-coding secure-boot secure-computation secure-backup software-engineering scalability high-availability high-performance-computing design-patterns designer design-thinking scale-up scale performance-monitoring metrics
65
lorenzorovida / LowMemoryFHEResNet20
Source code for the paper "Encrypted Image Classification with Low Memory Footprint using Fully Homomorphic Encryption"
convolutional-neural-network fhe homomorphic-encryption privacy-preserving resnet secure-computation
Language:Jupyter Notebook 64
snipsco / sda
Secure distributed aggregation of high-dimensional vectors
secure-computation privacy homomorphic-encryption secret-sharing statistics machine-learning cryptography
Language:Rust 58
sine-fdn / garble-lang
Turing-Incomplete Programming Language for Multi-Party Computation with Garbled Circuits
multi-party-computation garbled-circuits programming-language secure-computation circuit-description
Language:Rust 54
capeprivacy / tf-world-tutorial
TensorFlow World 2019 Tutorial: Privacy-Preserving Machine Learning with TF Encrypted & PySyft
cryptography deep-learning privacy secure-computation tensorflow
Language:Jupyter Notebook 46
agoric-labs / jessica
Jessica - Jessie (secure distributed Javascript) Compiler Architecture
distributed-computing secure-computation
Language:TypeScript 37
verygoodsecurity / starlarky
VGS edition of Google's safe and hermetically sealed Starlark language - a non-Turing complete subset of Python 3.
faas secure-computation skylark starlark team-vault
Language:Java 35
GaloisInc / fancy-garbling
Rust implementation of the BMR16 arithmetic garbling scheme.
secure-computation cryptography
Language:Rust 34
NillionNetwork / tinysig
Pure-Python implementation of a threshold ecdsa signature scheme based on a secure multi-party computation (MPC) protocol for evaluating arithmetic sum-of-products expressions via a non-interactive computation phase.
mpc multiparty-computation secure-computation threshold-signature
Language:Python 30