基于区块链的联邦学习: 模型, 方法与应用

李程, 袁勇, 郑志勇, 杨东, 王飞跃 - 自动化学报, 2024 - aas.net.cn
… In this paper, we proposed the conceptual model for blockchain-enabled federated learning
Blockchain and federated learning for privacy-preserved data sharing in industrial IoT. IEEE …

基于区块链和联邦学习的边缘计算隐私保护方法

方晨, 郭渊博, 王一丰, 胡永进, 马佳利, 张晗… - 通信 …, 2021 - infocomm-journal.com
… of data processing, a privacy protection method for edge computing based on blockchain
and federated learninglearning for privacy-preserved data sharing in industrial IoT[J]. IEEE …

面向非独立同分布数据的自适应联邦深度学习算法

张泽辉, 李庆丹, 富瑶, 何宁昕, 高铁杠 - 自动化学报, 2023 - aas.net.cn
… However, in real industry applications, federated learning has … the chaos system into the
federated learning field, which is … -preserving deep learning with blockchain-based incentive. …

可信区块链数字货币基础架构中的共识与信任

林勇, 杨俊康, 徐雨滴, 徐青 - 西南师范大学学报(自然科学版), 2021 - xbgjxt.swu.edu.cn
… This architecture can overcome the shortcomings of traditional blockchain architecture, it can
Blockchain and Federated Learning for Privacy-Preserved Data Sharing in Industrial IoT [J]. …

联邦学习安全与隐私保护综述.

陈兵, 成翔, 张佳乐, 谢袁源 - Journal of Nanjing University …, 2020 - search.ebscohost.com
… This article mainly explores the security and privacy challenges of federated learning by
first … Blockchain and federated learning for privacy-preserved data sharing in industrial IoT[J]. …

[PDF][PDF] 一种基于区块链的隐私保护异步联邦学习

高胜, 袁丽萍, 朱建明, 马鑫迪, 章睿… - 中国科学: 信息科学, 2021 - scis.scichina.com
… VFChain: enabling verifiable and auditable federated learning via blockchain systems. IEEE
Blockchain empowered asynchronous federated learning for secure data sharing in Internet …

[PDF][PDF] 基于区块链共识激励机制的新型联邦学习系统

米波, 翁渊, 黄大荣, 刘洋 - Journal of Cyber Security 信息安全学报, 2024 - jcs.iie.ac.cn
blockchain as a platform for federated learning can solve this problem to a certain extent, it
… of local data for commercial federated learning, thereby holding substantial practical value. …

区块链赋能6G

代玥玥, 张科, 张彦 - 物联网学报, 2020 - infocomm-journal.com
Blockchain technology as a decentralized, open and … chronous federated learning for
mobile edge computing in … learning for privacy-preserved data sharing in industrial IoT[J]…

[PDF][PDF] 基于双层联邦学习的高动态车联网业务边缘协作计算机制

徐思雅, 郭佳惠 - 电子学报, 2024 - ejournal.org.cn
… Abstract: As an emerging distributed machine learning architecture, federated learning (FL) …
Blockchain and federated learning for privacy-preserved data sharing in in⁃ dustrial IoT[J]. …

基于GAN 的联邦学习成员推理攻击与防御方法

张佳乐, 朱诚诚, 孙小兵, 陈兵 - 通信学报, 2023 - infocomm-journal.com
… Abstract: Aiming at the problem that the federated learning system was extremely vulnerable
to … Blockchain and federated learning for privacy-preserved data sharing in industrial IoT[J]. …