新环境下的密码应用专栏序言(中英文)

张玉清, 刘哲, 付安民 - Journal of Cryptologic Research, 2023 - search.proquest.com
training, multi-party computing technology that protects the privacy of their own data and
complete the calculation, blockchain technology … for the federated learning system with a large …

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
… server, which aims to improve the training efficiency while … system into the federated learning
field, which is used to construct a hybrid privacy-preserving scheme based on chaos system

基于联邦学习的粮食供应链隐私数据要素协同计算研究

许继平, 李卉, 王浩宇, 周燕, 王昭洋, 于重重 - 智慧农业, 2023 - smartag.net.cn
… supply chain model based on blockchain technology[J]. … the food supply chain security risk
assessment scenario was … (Federated AI Technology) federation learning model. Enabler (…

基于贡献度证明共识机制的去中心化联邦学习框架

乔少杰, 林羽丰, 韩楠, 杨国平, 李贺, 袁冠, 毛睿… - 软件学报, 2022 - jos.org.cn
Using blockchain technology to replace the traditional client-server architecture can improve
the security of federated learning (FL). However, the huge communication cost and storage …

基于相关性的Swarm 联邦降维方法

李文平, 杜选 - 自动化学报, 2023 - aas.net.cn
… for federated learning in a wireless environment: A process to minimize the negative effect
of training data correlation and improve performance. IEEE Vehicular Technology Magazine, …

联邦学习研究综述

周传鑫, 孙奕, 汪德刚, 葛桦玮 - 网络与信息安全学报, 2021 - infocomm-journal.com
… : Federated learning has rapidly become a research hotspot in the field of security machine
learning … Firstly, the federated learning framework, algorithm principle and classification were …

支持数据隐私保护的联邦深度神经网络模型研究

张泽辉, 富瑶, 高铁杠 - 自动化学报, 2022 - aas.net.cn
federated learning models due to data privacy. Therefore, homomorphic encryption (HE) …
technology is introduced into federated learning in this paper. A privacy-preserving federated

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
learning to overcome these issues, and thus has been applied in federated learning in …
In this paper, we proposed the conceptual model for blockchain-enabled federated learning

Web 3.0 概念, 内涵, 技术及发展现状

徐蕾, 李莎, 宁焕生 - 工程科学学报, 2023 - cje.ustb.edu.cn
… is a secure and reliable technology. In Web 3.0, data become users’ data assets. Blockchain
technology, privacy-computing technology, and identity management technology are …

基于联邦学习的分布式农业组织.

康孟珍, 王秀娟, 李冬, 王旭伟… - … & Technology, 2022 - search.ebscohost.com
… combining federal learning and blockchain technology was proposed, which can achieve the
purpose of the training model … 在数据孤岛,隐私保护 的背景下,联邦学习(federated learning) …