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John Li's Projects

bflc-demo icon 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.

bitcoin icon bitcoin

Bitcoin Core integration/staging tree

blades icon blades

Blades: A Unified Benchmark Suite for Byzantine Attacks and Defenses in Federated Learning

blocksim icon blocksim

BlockSim: An Extensible Simulation Tool forBlockchain Systems

d2l-zh icon d2l-zh

《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。

dpos-pbft icon dpos-pbft

Demo for how algorithms dpos with pbft works

easyfl icon easyfl

An experimental platform to quickly realize and compare with popular centralized federated learning algorithms. A realization of federated learning algorithm on fairness (FedFV, Federated Learning with Fair Averaging, https://fanxlxmu.github.io/publication/ijcai2021/) was accepted by IJCAI-21 (https://www.ijcai.org/proceedings/2021/223).

education icon education

我们要基于原生Fabric-SDK-Go 实现一个简单的学历征信系统(web项目),状态数据库使用 CouchDB 来实现。

fabric_e2e_app icon fabric_e2e_app

fabric nodejs SDK教程--基于fabric官方案例e2e(a,b转账),结合nodejs SDK开发的一个完整web应用

federated-learning-blockchain icon federated-learning-blockchain

Implementation of Federated Learning and Blockchain for training machine learning models using a decentralized approach thereby attempting to protect users' sensitive data .

fl-wbc icon fl-wbc

Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective".

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