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A survey on federated learning: challenges and applications
期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2022, 页码: 23
作者:
Wen, Jie
;
Zhang, Zhixia
;
Lan, Yang
;
Cui, Zhihua
;
Cai, Jianghui
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2022/12/27
Federated learning
Machine learning
Privacy protection
Personalized federated learning
Deep Learning Based Attack Detection for Cyber-Physical System Cybersecurity: A Survey
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 377-391
作者:
Jun Zhang
;
Lei Pan
;
Qing-Long Han
;
Chao Chen
;
Sheng Wen
收藏
  |  
浏览/下载:29/0
  |  
提交时间:2022/03/09
Cyber-physical system
cybersecurity
deep learning
intrusion detection
pattern classification
Cyber Security Intrusion Detection for Agriculture 4.0: Machine Learning-Based Solutions, Datasets, and Future Directions
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 407-436
作者:
Mohamed Amine Ferrag
;
Lei Shu
;
Othmane Friha
;
Xing Yang
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  |  
浏览/下载:46/0
  |  
提交时间:2022/03/09
Agriculture 4.0
cyber security
intrusion detection system
machine learning approaches
smart agriculture
Comparison of Classification Model for the Detection of Cyber-attack using Ensemble Learning Models
期刊论文
EAI ENDORSED TRANSACTIONS ON SCALABLE INFORMATION SYSTEMS, 2022
作者:
Akhtar, Muhammad Shoaib
;
Feng, Tao
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  |  
浏览/下载:18/0
  |  
提交时间:2022/03/01
cyberattack
machine learning
ensemble learning
Deep Learning-Based Framework for the Detection of Cyberattack Using Feature Engineering
期刊论文
SECURITY AND COMMUNICATION NETWORKS, 2021, 卷号: 2021
作者:
Akhtar, Muhammad Shoaib
;
Feng, Tao
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  |  
浏览/下载:13/0
  |  
提交时间:2022/03/01
A Many-Objective Optimization Based Intelligent Intrusion Detection Algorithm for Enhancing Security of Vehicular Networks in 6G
期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2021, 卷号: 70, 期号: 6, 页码: 5234-5243
作者:
Zhang, Zhixia
;
Cao, Yang
;
Cui, Zhihua
;
Zhang, Wensheng
;
Chen, Jinjun
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2021/08/15
Intrusion detection
Security
6G mobile communication
Data models
Protocols
Optimization
Encryption
Controller area network (CAN)
intrusion detection
machine learning (ML)
many-objective optimization
vehicular networks security
Sample-based online learning for bi-regular hinge loss
期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2021, 页码: 16
作者:
Xue, Wei
;
Zhong, Ping
;
Zhang, Wensheng
;
Yu, Gaohang
;
Chen, Yebin
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  |  
浏览/下载:31/0
  |  
提交时间:2021/03/08
SVM
Max-margin classification
Hinge loss
Elastic net
Online learning
A Survey on Smart Agriculture: Development Modes, Technologies, and Security and Privacy Challenges
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 2, 页码: 273-302
作者:
Xing Yang
;
Lei Shu
;
Jianing Chen
;
Mohamed Amine Ferrag
;
Jun Wu
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  |  
浏览/下载:46/0
  |  
提交时间:2021/04/09
Agricultural artificial intelligence
agricultural automation
agricultural Internet of Things
security
smart agriculture
Fighting COVID-19 and Future Pandemics With the Internet of Things: Security and Privacy Perspectives
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 9, 页码: 1477-1499
作者:
Mohamed Amine Ferrag
;
Lei Shu
;
Kim-Kwang Raymond Choo
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  |  
浏览/下载:49/0
  |  
提交时间:2021/09/03
Blockchain
COVID-19
healthcare
privacy
SARS-CoV-2
security
Enhanced Intrusion Detection System for an EH IoT Architecture Using a Cooperative UAV Relay and Friendly UAV Jammer
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 11, 页码: 1786-1799
作者:
Van Nhan Vo
;
Hung Tran
;
Chakchai So-In
收藏
  |  
浏览/下载:177/0
  |  
提交时间:2021/09/03
Detection probability (DP)
energy harvesting (EH)
friendly UAV jammer
Internet of Things (IoT)
system performance
UAV detection
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