A Survey on Machine Learning Techniques in Network Intrusion Detection System

2018 4th International Conference on Computing Communication and Automation (ICCCA) ◽

10.1109/ccaa.2018.8777596 ◽

2018 ◽

Author(s):

B.Ida Seraphim ◽

Shreya Palit ◽

Kaustubh Srivastava ◽

E Poovammal

Keyword(s):

Machine Learning ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Machine Learning Techniques ◽

Network Intrusion Detection ◽

Network Intrusion ◽

Network Intrusion Detection System ◽

Learning Techniques

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Network Intrusion Detection System Using Random Forest and Decision Tree Machine Learning Techniques

First International Conference on Sustainable Technologies for Computational Intelligence - Advances in Intelligent Systems and Computing ◽

10.1007/978-981-15-0029-9_50 ◽

2019 ◽

pp. 637-643

Author(s):

T. Tulasi Bhavani ◽

M. Kameswara Rao ◽

A. Manohar Reddy

Keyword(s):

Machine Learning ◽

Random Forest ◽

Intrusion Detection ◽

Decision Tree ◽

Intrusion Detection System ◽

Detection System ◽

Machine Learning Techniques ◽

Network Intrusion Detection ◽

Network Intrusion ◽

Learning Techniques

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Comparison of Machine Learning Algorithms to Build Optimized Network Intrusion Detection System

Journal of Computational and Theoretical Nanoscience ◽

10.1166/jctn.2019.7929 ◽

2019 ◽

Vol 16 (5) ◽

pp. 2541-2549 ◽

Cited By ~ 2

Author(s):

H Parveen Sultana ◽

Nirvishi Shrivastava ◽

Dhanapal Durai Dominic ◽

N Nalini ◽

J. M Balajee

Keyword(s):

Machine Learning ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

Network Intrusion Detection ◽

Network Intrusion ◽

Network Intrusion Detection System

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A novel Machine Learning-based Network Intrusion Detection System for Software-Defined Network

2020 7th NAFOSTED Conference on Information and Computer Science (NICS) ◽

10.1109/nics51282.2020.9335863 ◽

2020 ◽

Author(s):

Duc-Huy Le ◽

Hai-Anh Tran

Keyword(s):

Machine Learning ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Network Intrusion Detection ◽

Software Defined Network ◽

Network Intrusion ◽

Network Intrusion Detection System

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A Sensitivity Analysis of Poisoning and Evasion Attacks in Network Intrusion Detection System Machine Learning Models

10.1109/milcom52596.2021.9652959 ◽

2021 ◽

Author(s):

Kevin Talty ◽

John Stockdale ◽

Nathaniel D. Bastian

Keyword(s):

Machine Learning ◽

Sensitivity Analysis ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Network Intrusion Detection ◽

Learning Models ◽

Network Intrusion ◽

Network Intrusion Detection System ◽

Machine Learning Models

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Machine Learning Classifiers for Network Intrusion Detection System: Comparative Study

2021 International Conference on Information Technology (ICIT) ◽

10.1109/icit52682.2021.9491770 ◽

2021 ◽

Author(s):

Omar Almomani ◽

Mohammed Amin Almaiah ◽

Adeeb Alsaaidah ◽

Sami Smadi ◽

Adel Hamdan Mohammad ◽

...

Keyword(s):

Machine Learning ◽

Intrusion Detection ◽

Comparative Study ◽

Intrusion Detection System ◽

Detection System ◽

Network Intrusion Detection ◽

Machine Learning Classifiers ◽

Network Intrusion ◽

Network Intrusion Detection System ◽

Learning Classifiers

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Network Intrusion Detection System Using Machine Learning Approach

Algorithms for Intelligent Systems - Advanced Computing Technologies and Applications ◽

10.1007/978-981-15-3242-9_25 ◽

2020 ◽

pp. 255-268

Author(s):

Mrunal Teli ◽

Riya Singh ◽

Minal Kyada ◽

Ramchandra Mangrulkar

Keyword(s):

Machine Learning ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Network Intrusion Detection ◽

Learning Approach ◽

Network Intrusion ◽

Network Intrusion Detection System ◽

Machine Learning Approach

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Supervised Machine Learning Based Network Intrusion Detection System for Internet of Things

2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT) ◽

10.1109/icccnt49239.2020.9225340 ◽

2020 ◽

Author(s):

Deepa Rani ◽

Narottam Chand Kaushal

Keyword(s):

Machine Learning ◽

Internet Of Things ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Supervised Machine Learning ◽

Network Intrusion Detection ◽

Network Intrusion ◽

Network Intrusion Detection System

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Network Intrusion Detection System Using Machine Learning

Indian Journal of Science and Technology ◽

10.17485/ijst/2018/v11i48/139802 ◽

2018 ◽

Vol 11 (48) ◽

pp. 1-6 ◽

Cited By ~ 1

Author(s):

Riyazahmed A. Jamadar ◽

Keyword(s):

Machine Learning ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Network Intrusion Detection ◽

Network Intrusion ◽

Network Intrusion Detection System

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Research of Network Intrusion Detection System based on Machine Learning and Rough Set Theory

10.14257/astl.2016.134.21 ◽

2016 ◽

Author(s):

Hui-jun Yang

Keyword(s):

Machine Learning ◽

Intrusion Detection ◽

Set Theory ◽

Rough Set ◽

Intrusion Detection System ◽

Rough Set Theory ◽

Detection System ◽

Network Intrusion Detection ◽

Network Intrusion ◽

Network Intrusion Detection System

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NIDS-Network Intrusion Detection System Based on Deep and Machine Learning Frameworks with CICIDS2018 using Cloud Computing

2020 International Conference on Smart Innovations in Design, Environment, Management, Planning and Computing (ICSIDEMPC) ◽

10.1109/icsidempc49020.2020.9299584 ◽

2020 ◽

Author(s):

Manisha Prakash Bharati ◽

Sharvari Tamane

Keyword(s):

Machine Learning ◽

Cloud Computing ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Network Intrusion Detection ◽

Network Intrusion ◽

Network Intrusion Detection System ◽

Learning Frameworks

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