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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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 ◽

Cited By ~ 3

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 ◽

Hybrid Machine

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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 ◽

Cited By ~ 4

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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Network Intrusion Detection using Natural Language Processing and Ensemble Machine Learning

2020 IEEE Symposium Series on Computational Intelligence (SSCI) ◽

10.1109/ssci47803.2020.9308268 ◽

2020 ◽

Author(s):

Saikat Das ◽

Mohammad Ashrafuzzaman ◽

Frederick T. Sheldon ◽

Sajjan Shiva

Keyword(s):

Machine Learning ◽

Natural Language Processing ◽

Intrusion Detection ◽

Natural Language ◽

Language Processing ◽

Network Intrusion Detection ◽

Network Intrusion ◽

Ensemble Machine Learning

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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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A Novel Approach for Network Intrusion Detection using Probability Parameter to Ensemble Machine Learning Models

2020 Fourth International Conference on Computing Methodologies and Communication (ICCMC) ◽

10.1109/iccmc48092.2020.iccmc-000113 ◽

2020 ◽

Cited By ~ 1

Author(s):

Aditya S. Kyatham ◽

Malhar A. Nichal ◽

Bhushan S. Deore

Keyword(s):

Machine Learning ◽

Intrusion Detection ◽

Network Intrusion Detection ◽

Learning Models ◽

Network Intrusion ◽

Ensemble Machine Learning ◽

Novel Approach ◽

Machine Learning Models

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Comparative analysis of machine learning algorithms along with classifiers for network intrusion detection

2015 International Conference on Smart Technologies and Management for Computing, Communication, Controls, Energy and Materials (ICSTM) ◽

10.1109/icstm.2015.7225395 ◽

2015 ◽

Cited By ~ 36

Author(s):

Sumouli Choudhury ◽

Anirban Bhowal

Keyword(s):

Machine Learning ◽

Comparative Analysis ◽

Intrusion Detection ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

Network Intrusion Detection ◽

Network Intrusion

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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 using Supervised Machine Learning Technique with Feature Selection

2019 International Conference on Robotics,Electrical and Signal Processing Techniques (ICREST) ◽

10.1109/icrest.2019.8644161 ◽

2019 ◽

Cited By ~ 9

Author(s):

Kazi Abu Taher ◽

Billal Mohammed Yasin Jisan ◽

Md. Mahbubur Rahman

Keyword(s):

Machine Learning ◽

Feature Selection ◽

Intrusion Detection ◽

Supervised Machine Learning ◽

Network Intrusion Detection ◽

Machine Learning Technique ◽

Network Intrusion ◽

Learning Technique

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Network Intrusion Detection System Using Voting Ensemble Machine Learning

2019 IEEE International Conference on Telecommunications and Photonics (ICTP) ◽

10.1109/ictp48844.2019.9041736 ◽

2019 ◽

Author(s):

Md. Raihan-Al-Masud ◽

Hossen Asiful Mustafa

Keyword(s):

Machine Learning ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Network Intrusion Detection ◽

Network Intrusion ◽

Network Intrusion Detection System ◽

Ensemble Machine Learning

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