Dimensionality reduction using Principal Component Analysis for network intrusion detection

Perspectives in Science ◽

10.1016/j.pisc.2016.05.010 ◽

2016 ◽

Vol 8 ◽

pp. 510-512 ◽

Cited By ~ 48

Author(s):

K. Keerthi Vasan ◽

B. Surendiran

Keyword(s):

Principal Component Analysis ◽

Intrusion Detection ◽

Dimensionality Reduction ◽

Principal Component ◽

Component Analysis ◽

Network Intrusion Detection ◽

Network Intrusion

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The Study on Network Intrusion Detection Technology Based on Improved Principal Component Analysis

Journal of Applied Sciences ◽

10.3923/jas.2013.5099.5105 ◽

2013 ◽

Vol 13 (22) ◽

pp. 5099-5105

Author(s):

Yu-Ting Lu

Keyword(s):

Principal Component Analysis ◽

Intrusion Detection ◽

Principal Component ◽

Component Analysis ◽

Network Intrusion Detection ◽

Network Intrusion ◽

Detection Technology

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Research on Network Intrusion Detection Technology Based on Improved Principal Component Analysis

International Journal of Digital Content Technology and its Applications ◽

10.4156/jdcta.vol7.issue4.18 ◽

2013 ◽

Vol 7 (4) ◽

pp. 137-146

Author(s):

LU Yuting ◽

G. Micheson

Keyword(s):

Principal Component Analysis ◽

Intrusion Detection ◽

Principal Component ◽

Component Analysis ◽

Network Intrusion Detection ◽

Network Intrusion ◽

Detection Technology

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A Naive Bayesian Network Intrusion Detection Algorithm Based on Principal Component Analysis

2015 7th International Conference on Information Technology in Medicine and Education (ITME) ◽

10.1109/itme.2015.29 ◽

2015 ◽

Cited By ~ 4

Author(s):

Xiaoyan Han ◽

Liancheng Xu ◽

Min Ren ◽

Weiping Gu

Keyword(s):

Principal Component Analysis ◽

Intrusion Detection ◽

Bayesian Network ◽

Principal Component ◽

Component Analysis ◽

Detection Algorithm ◽

Network Intrusion Detection ◽

Naive Bayesian ◽

Network Intrusion ◽

Naïve Bayesian

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Network Intrusion Detection via a Hybrid of Genetic Algorithms and Principal Component Analysis

2006 International Conference on Advanced Computing and Communications ◽

10.1109/adcom.2006.4289877 ◽

2006 ◽

Author(s):

N Nalini ◽

G Raghavendra Rao

Keyword(s):

Principal Component Analysis ◽

Genetic Algorithms ◽

Intrusion Detection ◽

Principal Component ◽

Component Analysis ◽

Network Intrusion Detection ◽

Network Intrusion

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A Bayesian network intrusion detection algorithm based on principal component analysis and sliding window

International Journal of Security and Networks ◽

10.1504/ijsn.2014.066177 ◽

2014 ◽

Vol 9 (4) ◽

pp. 216

Author(s):

Zuhong Feng ◽

Jing Li ◽

Jie Hu Meichsner

Keyword(s):

Principal Component Analysis ◽

Intrusion Detection ◽

Bayesian Network ◽

Principal Component ◽

Sliding Window ◽

Component Analysis ◽

Detection Algorithm ◽

Network Intrusion Detection ◽

Network Intrusion

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A reconfigurable architecture for network intrusion detection using principal component analysis

Proceedings of the internation symposium on Field programmable gate arrays - FPGA'06 ◽

10.1145/1117201.1117262 ◽

2006 ◽

Cited By ~ 5

Author(s):

David T. Nguyen ◽

Gokhan Memik ◽

Alok Choudhary

Keyword(s):

Principal Component Analysis ◽

Intrusion Detection ◽

Principal Component ◽

Component Analysis ◽

Reconfigurable Architecture ◽

Network Intrusion Detection ◽

Network Intrusion

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Network Intrusion Detection Based on Kernel Principal Component Analysis and Extreme Learning Machine

2018 IEEE 18th International Conference on Communication Technology (ICCT) ◽

10.1109/icct.2018.8600104 ◽

2018 ◽

Author(s):

Yuan Zhou ◽

Le Yu ◽

Mingshan Liu ◽

Yuanyuan Zhang ◽

Helin Li

Keyword(s):

Principal Component Analysis ◽

Intrusion Detection ◽

Extreme Learning Machine ◽

Principal Component ◽

Component Analysis ◽

Kernel Principal Component Analysis ◽

Network Intrusion Detection ◽

Network Intrusion ◽

Learning Machine

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Hardware Design of Network Intrusion Detection System Based on Principal Component Analysis and Genetic Programming

International e-Conference of Computer Science 2006 ◽

10.1201/b12168-123 ◽

2007 ◽

pp. 494-511

Keyword(s):

Principal Component Analysis ◽

Intrusion Detection ◽

Genetic Programming ◽

Intrusion Detection System ◽

Detection System ◽

Hardware Design ◽

Principal Component ◽

Component Analysis ◽

Network Intrusion Detection ◽

Network Intrusion

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Enhancing performance of anomaly based intrusion detection systems through dimensionality reduction using principal component analysis

2016 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS) ◽

10.1109/ants.2016.7947776 ◽

2016 ◽

Cited By ~ 11

Author(s):

Basant Subba ◽

Santosh Biswas ◽

Sushanta Karmakar

Keyword(s):

Principal Component Analysis ◽

Intrusion Detection ◽

Dimensionality Reduction ◽

Principal Component ◽

Component Analysis ◽

Intrusion Detection Systems ◽

Detection Systems

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IoT Bonet and Network Intrusion Detection using Dimensionality Reduction and Supervised Machine Learning

2020 11th IEEE Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON) ◽

10.1109/uemcon51285.2020.9298146 ◽

2020 ◽

Author(s):

Madhuri Gurunathrao Desai ◽

Yong Shi ◽

Kun Suo

Keyword(s):

Machine Learning ◽

Intrusion Detection ◽

Dimensionality Reduction ◽

Supervised Machine Learning ◽

Network Intrusion Detection ◽

Network Intrusion

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