Machine-Learning-Based Feature Selection Techniques for Large-Scale Network Intrusion Detection

2014 IEEE 34th International Conference on Distributed Computing Systems Workshops ◽

10.1109/icdcsw.2014.14 ◽

2014 ◽

Author(s):

O.Y. Al-Jarrah ◽

A. Siddiqui ◽

M. Elsalamouny ◽

P.D. Yoo ◽

S. Muhaidat ◽

...

Keyword(s):

Machine Learning ◽

Feature Selection ◽

Intrusion Detection ◽

Large Scale ◽

Network Intrusion Detection ◽

Large Scale Network ◽

Network Intrusion ◽

Scale Network ◽

Feature Selection Techniques

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Large-scale network intrusion detection based on distributed learning algorithm

International Journal of Information Security ◽

10.1007/s10207-008-0061-2 ◽

2008 ◽

Vol 8 (1) ◽

pp. 25-35 ◽

Author(s):

Daxin Tian ◽

Yanheng Liu ◽

Yang Xiang

Keyword(s):

Intrusion Detection ◽

Large Scale ◽

Learning Algorithm ◽

Distributed Learning ◽

Network Intrusion Detection ◽

Large Scale Network ◽

Network Intrusion ◽

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Network Intrusion Detection with Feature Selection Techniques using Machine-Learning Algorithms

International Journal of Computer Applications ◽

10.5120/ijca2016910764 ◽

2016 ◽

Vol 150 (12) ◽

pp. 1-13 ◽

Author(s):

Koushal Kumar ◽

Jaspreet Singh

Keyword(s):

Machine Learning ◽

Feature Selection ◽

Intrusion Detection ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

Network Intrusion Detection ◽

Network Intrusion ◽

Feature Selection Techniques

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Large-Scale Network Intrusion Detection Algorithm Based on Distributed Learning

Journal of Software ◽

10.3724/sp.j.1001.2008.00993 ◽

2010 ◽

Vol 19 (4) ◽

pp. 993-1003 ◽

Author(s):

Yan-Heng LIU ◽

Da-Xin TIAN ◽

Xue-Gang YU ◽

Jian WANG

Keyword(s):

Intrusion Detection ◽

Large Scale ◽

Distributed Learning ◽

Detection Algorithm ◽

Network Intrusion Detection ◽

Large Scale Network ◽

Network Intrusion ◽

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An Alerts Correlation Technology for Large-Scale Network Intrusion Detection

Web Information Systems and Mining - Lecture Notes in Computer Science ◽

10.1007/978-3-642-23971-7_44 ◽

2011 ◽

pp. 352-359 ◽

Author(s):

Jingbo Yuan ◽

Shunli Ding

Keyword(s):

Intrusion Detection ◽

Large Scale ◽

Network Intrusion Detection ◽

Large Scale Network ◽

Network Intrusion ◽

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Anomaly-Based Network Intrusion Detection System through Feature Selection and Hybrid Machine Learning Technique

2018 16th International Conference on ICT and Knowledge Engineering (ICT&KE) ◽

10.1109/ictke.2018.8612331 ◽

2018 ◽

Author(s):

Apichit Pattawaro ◽

Chantri Polprasert

Keyword(s):

Machine Learning ◽

Feature Selection ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Network Intrusion Detection ◽

Machine Learning Technique ◽

Network Intrusion ◽

Learning Technique ◽

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Comparison of NBTree and VFI Machine Learning Algorithms for Network Intrusion Detection using Feature Selection

International Journal of Computer Applications ◽

10.5120/18886-0165 ◽

2014 ◽

Vol 108 (2) ◽

pp. 35-38

Author(s):

Rupali Malviya ◽

Brajesh K. Umrao

Keyword(s):

Machine Learning ◽

Feature Selection ◽

Intrusion Detection ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

Network Intrusion Detection ◽

Network Intrusion

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Supervised feature selection techniques in network intrusion detection: A critical review

Engineering Applications of Artificial Intelligence ◽

10.1016/j.engappai.2021.104216 ◽

2021 ◽

Vol 101 ◽

pp. 104216

Author(s):

M. Di Mauro ◽

G. Galatro ◽

G. Fortino ◽

A. Liotta

Keyword(s):

Feature Selection ◽

Intrusion Detection ◽

Critical Review ◽

Network Intrusion Detection ◽

Network Intrusion ◽

Feature Selection Techniques

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Network Intrusion Detection Leveraging Machine Learning and Feature Selection

2020 IEEE 17th International Conference on Smart Communities: Improving Quality of Life Using ICT, IoT and AI (HONET) ◽

10.1109/honet50430.2020.9322813 ◽

2020 ◽

Author(s):

Arshid Ali ◽

Shahtaj Shaukat ◽

Muhammad Tayyab ◽

Muazzam A Khan ◽

Jan Sher Khan ◽

...

Keyword(s):

Machine Learning ◽

Feature Selection ◽

Intrusion Detection ◽

Network Intrusion Detection ◽

Network Intrusion

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Machine Learning techniques for Behavioral Feature Selection in Network Intrusion Detection Systems

10.1049/icp.2021.1448 ◽

2021 ◽

Author(s):

Vicente Martinez ◽

Rodrigo Salas ◽

Oliver Tessini ◽

Romina Torres

Keyword(s):

Machine Learning ◽

Feature Selection ◽

Intrusion Detection ◽

Intrusion Detection Systems ◽

Machine Learning Techniques ◽

Network Intrusion Detection ◽

Detection Systems ◽

Network Intrusion ◽

Learning Techniques ◽

Network Intrusion Detection Systems

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Network Intrusion Detection and Comparative Analysis using Ensemble Machine Learning and Feature Selection

IEEE Transactions on Network and Service Management ◽

10.1109/tnsm.2021.3138457 ◽

2021 ◽

pp. 1-1

Author(s):

Saikat Das ◽

Sajal Saha ◽

Annita Tahsin Priyoti ◽

Etee Kawna Roy ◽

Frederick T. Sheldon ◽

...

Keyword(s):

Machine Learning ◽

Feature Selection ◽

Comparative Analysis ◽

Intrusion Detection ◽

Network Intrusion Detection ◽

Network Intrusion ◽

Ensemble Machine Learning

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