Library for training machine learning models with privacy for training data

PyTorch Federated Learning (easy to use and extend)

A ledger for private and secure peer to peer machine learning

A decentralized blockchain for federated learning

Asynchronous Federated Learning

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 u…

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 cro…

FL + CPABE + Paillier encryption on Hyperledger Fabric

A decentralised credit scoring platform based on Multichain blockchain

Blockchain-based federated learning modular framework.

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

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 centrali…

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

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

Blockchain-secured and Privacy-preserving Decentralized Learning

Implementation of the ChainsFL.

BEAS: Blockchain Enabled Asynchronous & Secure Federated Machine Learning

A Peer-to-Peer Payment System for Federated Learning

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

Class-Imbalance Credit Scoring Model