dxixib Goto Github PK

beas

BEAS: Blockchain Enabled Asynchronous & Secure Federated Machine Learning

bflc-demo

This project proposes a decentralized federated learning framework based on blockchain, that is, a Block-chain-based Federated Learning framework with Committee consensus (BFLC). Without a centralized server, the framework uses blockchain for the global model storage and the local model update exchange.

biscotti

A ledger for private and secure peer to peer machine learning

blockchain-based-asynchronous-federated-learning-bafl-code.-based-on-hyperledger-fabric-v2.3.

Asynchronous Federated Learning

blockchain_enabled_federated_learning

Simulation-based performance analysis of server-less Blockchain-enabled Federated Learning

blocklearning-solidity-python

Blockchain-based federated learning modular framework.

bqfl-python

chainsfl-hyperledger-python-

Implementation of the ChainsFL.

credit-scoring-data-sets

These common credit score data sets are collected to empirical evaluations, and I will update dynamically.

creditscoring-

Class-Imbalance Credit Scoring Model

creditsense

A decentralised credit scoring platform based on Multichain blockchain

fabric

Hyperledger Fabric is an enterprise-grade permissioned distributed ledger framework for developing solutions and applications. Its modular and versatile design satisfies a broad range of industry use cases. It offers a unique approach to consensus that enables performance at scale while preserving privacy.

fabric-project

FL + CPABE + Paillier encryption on Hyperledger Fabric

feast-aws-credit-scoring-tutorial

Feast AWS guide using Redshift / Spectrum / DynamoDB to build a credit scoring model

fedchain

fedcoin

A Peer-to-Peer Payment System for Federated Learning

fedgr

DASFAA2023 FedGR Code Repository. Federated learning for double unbalance settings (sample quantities imbalance for different classes in client and label or class imbalance for different client cross-client)

post-quantum-secure-blockchained-federated-learning

privacy

Library for training machine learning models with privacy for training data

pytorch_federated_learning

PyTorch Federated Learning (easy to use and extend)

scalesfl

A scalable sharding solution for Blockchain based Federated Learning. SCaFL or ScaleSFL?

solidity-fl

spdl

Blockchain-secured and Privacy-preserving Decentralized Learning

torr

A decentralized blockchain for federated learning

vbfl