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blockchain-based-federated-learning-system's Introduction

Blockchain based Federated Learning System

1、对BMUF训练框架做联邦学习环境下的适应性改进;
2、基于BMUF训练框架中的全局更新梯度提出了一种拜占庭检测鲁棒聚合算法;
3、实现了一个基于区块链的隐私保护联邦学习系统,可以通过差分隐私机制有效保护客户端隐私、抵御拜占庭攻击并完成模型的高效训练。

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