#Privacy-preserving

Showing 13 of 13 repositories tagged #privacy-preserving, ranked by stars

EthicalML
EthicalML
awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

Score
100
★ 20.7k ⑂ 2.6k +19/day
FederatedAI
FederatedAI
FATE

An Industrial Grade Federated Learning Framework

Score
100
★ 6.1k ⑂ 1.6k +3/day
Python
secretflow
secretflow
secretflow

A unified framework for privacy-preserving data analysis and machine learning

Score
100
★ 2.7k ⑂ 473 +1/day
Python
mikeroyal
mikeroyal
Linux-Guide

Linux Guide. Learn about Linux Hardware vendors, Linux in the Cloud, Desktop Environments, Window Mangers, Linux Distributions, Linux Security, Graphics (AMD/NVIDIA/Intel ARC), and Software Apps.

Score
0
★ 1.3k ⑂ 96 +458/day
Rust
WeBankBlockchain
WeBankBlockchain
WeIdentity

基于区块链的符合W3C DID和Verifiable Credential规范的分布式身份解决方案

Score
100
★ 1.1k ⑂ 176
Java
epfml
epfml
disco

DISCO is a code-free and installation-free browser platform that allows any non-technical user to collaboratively train machine learning models without sharing any private data.

Score
67
★ 186 ⑂ 32 +1/day
TypeScript
secretflow
secretflow
kuscia

Kuscia(Kubernetes-based Secure Collaborative InfrA) is a K8s-based privacy-preserving computing task orchestration framework.

Score
67
★ 143 ⑂ 104
Go
netsharecmu
netsharecmu
NetShare

(SIGCOMM '22) Practical GAN-based Synthetic IP Header Trace Generation using NetShare

Score
33
★ 99 ⑂ 28
Python
ray-project
ray-project
rayfed

A multiple parties joint, distributed execution engine based on Ray, to help build your own federated learning frameworks in minutes.

Score
0
★ 96 ⑂ 23
Python
SSGAalto
SSGAalto
minionn

Privacy -preserving Neural Networks

Score
0
★ 78 ⑂ 12
Python
IFCA-Advanced-Computing
IFCA-Advanced-Computing
pycanon

pyCANON is a Python library and CLI to assess the values of the parameters associated with the most common privacy-preserving techniques.

Score
33
★ 53 ⑂ 8
Python
seresistvanandras
seresistvanandras
MixEth

MixEth: efficient, trustless coin mixing service for Ethereum

Score
0
★ 53 ⑂ 6
TeX
leriomaggio
leriomaggio
ppml-tutorial

Privacy-Preserving Machine Learning (PPML) Tutorial

Score
0
★ 42 ⑂ 9
Jupyter Notebook
Related Topics
#machine-learning#federated-learning#data-analysis#privacy-enhancing-technologies#deep-learning#privacy-preserving-machine-learning#differential-privacy#homomorphic-encryption#secure-multiparty-computation#trusted-execution-environment#privacy#privacy-protection

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