ZK-HybridFL: Zero-Knowledge Proof-Enhanced Hybrid Ledger for Federated Learning
ZK-HybridFL:零知识证明增强的混合账本用于联邦学习
机构 * Electrical Engineering Department, Columbia University(哥伦比亚大学电气工程系)
AI总结 ZK-HybridFL通过整合DAG账本、侧链和零知识证明,实现隐私保护的分布式联邦学习,提升模型训练效率和安全性。
Comments Accepted for publication in IEEE Transactions on Neural Networks and Learning Systems (TNNLS)