DOI number:10.1109/JIOT.2026.3711890
Affiliation of Author(s):杭州国际创新研究院
Journal:IEEE Internet of Things Journal
Place of Publication:美国
Key Words:industrial federated learning; blockchain; model validation; incentive mechanism; poisoning attacks; free-riding
Abstract:针对工业联邦学习中中心服务器操纵、模型投毒、客户端搭便车及激励不公平等问题，提出基于区块链的模型验证与激励机制。该框架利用去中心化、可追溯记录和模型验证策略增强工业协同学习的透明性、公平性和鲁棒性。
Note:Early Access论文；截至2026-07-16尚未分配正式卷期，IEEE元数据页码为1-1。
Co-author:Yubin Cheng, Junnan Yang, Zhihuan Song, Zeyu Yang, Le Yao
First Author:Xiaoyu Jiang
Indexed by:Journal paper
Document Code:11602079
Discipline:工学
First-Level Discipline:Information and Communication Engineering
Document Type:SCI
Page Number:1-1
ISSN No.:2327-4662; 2372-2541
Translation or Not:no
Date of Publication:2026-07-09