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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:33/0
  |  
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
收藏
  |  
浏览/下载:52/0
  |  
提交时间:2022/03/09
Agriculture 4.0
cyber security
intrusion detection system
machine learning approaches
smart agriculture
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:36/0
  |  
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
Research on Intrusion Detection Based on BP Neural Network
会议论文
Virtual, Guangzhou, China, January 15-17, 2021
作者:
Chen, Haonan
;
Liu YY(刘意杨)
;
Zhao JM(赵剑明)
;
Liu XD(刘贤达)
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  |  
浏览/下载:10/0
  |  
提交时间:2021/03/14
BP neural network
intrusion detection
back propagation
Intrusion detection based on hybrid classifiers for smart grid
期刊论文
Computers and Electrical Engineering, 2021, 卷号: 93, 页码: 1-10
作者:
Song CH(宋纯贺)
;
Sun YY(孙莹莹)
;
Han GJ(韩光洁)
;
Rodrigues Joel J.P.C.
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  |  
浏览/下载:21/0
  |  
提交时间:2021/06/12
Smart grid
Intrusion detection
Deep learning
LSTMXGBoost
Research on Intrusion Detection of Industrial Control System Based on FastICA-SVM Method
会议论文
Dublin, Ireland, July 19-23, 2021
作者:
Chen, Haonan
;
Liu XD(刘贤达)
;
Wang TY(王天宇)
;
Zhang, Xuejing
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2021/08/21
Intrusion detection
FastICA
SVM
Network intrusion detection model based on multivariate correlation analysis - long short-time memory network
期刊论文
IET INFORMATION SECURITY, 2020, 卷号: 14, 期号: 2, 页码: 166-174
作者:
Dong, Rui-Hong
;
Li, Xue-Yong
;
Zhang, Qiu-Yu
;
Yuan, Hui
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2020/03/30
support vector machines
neural nets
image classification
pattern classification
security of data
recurrent neural nets
learning (artificial intelligence)
network intrusion detection model
multivariate correlation analysis
short-time memory network
low detection performance
time correlation characteristics
intrusion detection datasets
multivariate correlations analysis
short-term memory network
information gain feature selection method
convolutional neural networks
recurrent neural network
classification detection performance
A Real-Time and Ubiquitous Network Attack Detection Based on Deep Belief Network and Support Vector Machine
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 790-799
作者:
Hao Zhang
;
Yongdan Li
;
Zhihan Lv
;
Arun Kumar Sangaiah
;
Tao Huang
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2021/03/11
Deep belief network (DBN)
flow calculation
frequent pattern
intrusion detection
sliding window
support vector machine (SVM)
Network Intrusion Detection Based on Data Feature Dynamic Ensemble Model
会议论文
Hohhot, China, July 17, 2020 - July 20, 2020
作者:
Feng, Tao
;
Dou, Manfang
;
Xie, Pengshou
;
Fang, Junli
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2020/11/15
Artificial intelligence
Big data
Feature extraction
Intrusion detection
Classification accuracy
Classification results
Data characteristics
Ensemble classifiers
Ensemble modeling
Network intrusion detection
Network intrusions
Stacking framework
Context aware intrusion detection for building automation systems
期刊论文
COMPUTERS & SECURITY, 2019, 卷号: 85, 页码: 181-201
作者:
Pan, Zhiwen
;
Hariri, Salim
;
Pacheco, Jesus
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  |  
浏览/下载:66/0
  |  
提交时间:2019/12/10
Internet of Things
Network security
Context awareness
Supervised learning
Data mining
Intrusion detection
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