A Comprehensive Systematic Literature Review on Intrusion Detection Systems

Effectively detecting intrusions in the computer networks still remains problematic. This is because cyber attackers are changing packet contents to disguise the intrusion detection system (IDS) recently. Besides, everyday a lot of new devices are added to the computer networks. These new devices ar...

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Autores principales:	Merve Ozkan-Okay, Refik Samet, Omer Aslan, Deepti Gupta
Formato:	article
Lenguaje:	EN
Publicado:	IEEE 2021
Materias:	Intrusion detection system IDS technologies IDS methodologies IDS approaches datasets IDS tools Electrical engineering. Electronics. Nuclear engineering TK1-9971
Acceso en línea:	https://doaj.org/article/06005477bb9d471284c8376c93bbe302
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id	oai:doaj.org-article:06005477bb9d471284c8376c93bbe302
record_format	dspace
spelling	oai:doaj.org-article:06005477bb9d471284c8376c93bbe3022021-12-03T00:00:48ZA Comprehensive Systematic Literature Review on Intrusion Detection Systems2169-353610.1109/ACCESS.2021.3129336https://doaj.org/article/06005477bb9d471284c8376c93bbe3022021-01-01T00:00:00Zhttps://ieeexplore.ieee.org/document/9620099/https://doaj.org/toc/2169-3536Effectively detecting intrusions in the computer networks still remains problematic. This is because cyber attackers are changing packet contents to disguise the intrusion detection system (IDS) recently. Besides, everyday a lot of new devices are added to the computer networks. These new devices are also raising security issues in the computer networks. To effectively manage the computer network flows and provide the security in advance; the components of the IDSs, the approaches and technologies that are used, the nature of the attacks, and the tools that are used needs to be examined deeply. This paper discusses intrusion detection technologies, methodologies, and approaches and also investigates new attack types, protection mechanisms, and recent scientific studies that have been made in this area. In addition, available datasets, well-known IDS tools, and advantages and disadvantages of particular IDSs are explained deeply. We believe that this scientific review study presents a road map for researchers and industry employees who focus on IDSs.Merve Ozkan-OkayRefik SametOmer AslanDeepti GuptaIEEEarticleIntrusion detection systemIDS technologiesIDS methodologiesIDS approachesdatasetsIDS toolsElectrical engineering. Electronics. Nuclear engineeringTK1-9971ENIEEE Access, Vol 9, Pp 157727-157760 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Intrusion detection system IDS technologies IDS methodologies IDS approaches datasets IDS tools Electrical engineering. Electronics. Nuclear engineering TK1-9971
spellingShingle	Intrusion detection system IDS technologies IDS methodologies IDS approaches datasets IDS tools Electrical engineering. Electronics. Nuclear engineering TK1-9971 Merve Ozkan-Okay Refik Samet Omer Aslan Deepti Gupta A Comprehensive Systematic Literature Review on Intrusion Detection Systems
description	Effectively detecting intrusions in the computer networks still remains problematic. This is because cyber attackers are changing packet contents to disguise the intrusion detection system (IDS) recently. Besides, everyday a lot of new devices are added to the computer networks. These new devices are also raising security issues in the computer networks. To effectively manage the computer network flows and provide the security in advance; the components of the IDSs, the approaches and technologies that are used, the nature of the attacks, and the tools that are used needs to be examined deeply. This paper discusses intrusion detection technologies, methodologies, and approaches and also investigates new attack types, protection mechanisms, and recent scientific studies that have been made in this area. In addition, available datasets, well-known IDS tools, and advantages and disadvantages of particular IDSs are explained deeply. We believe that this scientific review study presents a road map for researchers and industry employees who focus on IDSs.
format	article
author	Merve Ozkan-Okay Refik Samet Omer Aslan Deepti Gupta
author_facet	Merve Ozkan-Okay Refik Samet Omer Aslan Deepti Gupta
author_sort	Merve Ozkan-Okay
title	A Comprehensive Systematic Literature Review on Intrusion Detection Systems
title_short	A Comprehensive Systematic Literature Review on Intrusion Detection Systems
title_full	A Comprehensive Systematic Literature Review on Intrusion Detection Systems
title_fullStr	A Comprehensive Systematic Literature Review on Intrusion Detection Systems
title_full_unstemmed	A Comprehensive Systematic Literature Review on Intrusion Detection Systems
title_sort	comprehensive systematic literature review on intrusion detection systems
publisher	IEEE
publishDate	2021
url	https://doaj.org/article/06005477bb9d471284c8376c93bbe302
work_keys_str_mv	AT merveozkanokay acomprehensivesystematicliteraturereviewonintrusiondetectionsystems AT refiksamet acomprehensivesystematicliteraturereviewonintrusiondetectionsystems AT omeraslan acomprehensivesystematicliteraturereviewonintrusiondetectionsystems AT deeptigupta acomprehensivesystematicliteraturereviewonintrusiondetectionsystems AT merveozkanokay comprehensivesystematicliteraturereviewonintrusiondetectionsystems AT refiksamet comprehensivesystematicliteraturereviewonintrusiondetectionsystems AT omeraslan comprehensivesystematicliteraturereviewonintrusiondetectionsystems AT deeptigupta comprehensivesystematicliteraturereviewonintrusiondetectionsystems
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A Comprehensive Systematic Literature Review on Intrusion Detection Systems

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