Network intrusion detection system: A systematic study of machine learning and deep learning approaches

Transactions on Emerging Telecommunications Technologies ◽

10.1002/ett.4150 ◽

2020 ◽

Author(s):

Zeeshan Ahmad ◽

Adnan Shahid Khan ◽

Cheah Wai Shiang ◽

Johari Abdullah ◽

Farhan Ahmad

Keyword(s):

Machine Learning ◽

Deep Learning ◽

Intrusion Detection ◽

Systematic Study ◽

Intrusion Detection System ◽

Detection System ◽

Network Intrusion Detection ◽

Learning Approaches ◽

System A ◽

Network Intrusion

Download Full-text

Role of Machine Learning and Deep Learning Approaches in Designing Network Intrusion Detection System

Algorithms for Intelligent Systems - Proceedings of Integrated Intelligence Enable Networks and Computing ◽

10.1007/978-981-33-6307-6_39 ◽

2021 ◽

pp. 383-389

Author(s):

Kapil Hande ◽

Urmila Shrawankar

Keyword(s):

Machine Learning ◽

Deep Learning ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Network Intrusion Detection ◽

Learning Approaches ◽

Network Intrusion ◽

Network Intrusion Detection System

Download Full-text

Network intrusion detection system: A machine learning approach

Intelligent Decision Technologies ◽

10.3233/idt-2011-0117 ◽

2011 ◽

Vol 5 (4) ◽

pp. 347-356 ◽

Author(s):

Mrutyunjaya Panda ◽

Ajith Abraham ◽

Swagatam Das ◽

Manas Ranjan Patra

Keyword(s):

Machine Learning ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Network Intrusion Detection ◽

Learning Approach ◽

System A ◽

Network Intrusion ◽

Network Intrusion Detection System ◽

Machine Learning Approach

Download Full-text

Survey on SDN based network intrusion detection system using machine learning approaches

Peer-to-Peer Networking and Applications ◽

10.1007/s12083-017-0630-0 ◽

2018 ◽

Vol 12 (2) ◽

pp. 493-501 ◽

Author(s):

Nasrin Sultana ◽

Naveen Chilamkurti ◽

Wei Peng ◽

Rabei Alhadad

Keyword(s):

Machine Learning ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Network Intrusion Detection ◽

Learning Approaches ◽

Network Intrusion ◽

Network Intrusion Detection System

Download Full-text

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 ◽

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

Download Full-text

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

Download Full-text

An Optimized Deep Learning Framework for Network Intrusion Detection System (NIDS)

2020 International Conference Engineering and Telecommunication (En&T) ◽

10.1109/ent50437.2020.9431266 ◽

2020 ◽

Author(s):

Ayonya Prabhakaran ◽

Vijay Kumar Chaurasiya ◽

Sunakshi Singh ◽

Suneel Yadav

Keyword(s):

Deep Learning ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Network Intrusion Detection ◽

Learning Framework ◽

Network Intrusion ◽

Network Intrusion Detection System

Download Full-text

Network Intrusion Detection System using Deep Learning

Procedia Computer Science ◽

10.1016/j.procs.2021.05.025 ◽

2021 ◽

Vol 185 ◽

pp. 239-247

Author(s):

Lirim Ashiku ◽

Cihan Dagli

Keyword(s):

Deep Learning ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Network Intrusion Detection ◽

Network Intrusion ◽

Network Intrusion Detection System

Download Full-text

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

Download Full-text

A Study: Machine Learning and Deep Learning Approaches for Intrusion Detection System

Second International Conference on Computer Networks and Communication Technologies - Lecture Notes on Data Engineering and Communications Technologies ◽

10.1007/978-3-030-37051-0_94 ◽

2020 ◽

pp. 845-849

Author(s):

C. H. Sekhar ◽

K. Venkata Rao

Keyword(s):

Machine Learning ◽

Deep Learning ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Learning Approaches

Download Full-text

An Ontology-Based Network Intrusion Detection System: A User-Oriented Approach

Intelligence and Security Informatics - Lecture Notes in Computer Science ◽

10.1007/11760146_105 ◽

2006 ◽

pp. 722-723 ◽

Author(s):

Shao-Shin Hung ◽

Damon Shing-Min Liu

Keyword(s):

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Network Intrusion Detection ◽

System A ◽

Network Intrusion ◽

Network Intrusion Detection System ◽

Oriented Approach

Download Full-text