Methods of intrusion detection in information security incident detection: a comparative study

The advance development in technology have made internet and online application and network usage become one of the important element in human life. With the high demand from the corporate and enterprise, more and more security appliances were developed and deployed, such as IDS (Intrusion Detection...

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Main Authors:	Tan, Fui Bee, Yau, Ti Dun, M. N. M., Kahar
Format:	Conference or Workshop Item
Language:	English
Published:	Universiti Malaysia Pahang 2018
Subjects:	QA76 Computer software
Online Access:	http://umpir.ump.edu.my/id/eprint/23042/ http://umpir.ump.edu.my/id/eprint/23042/ http://umpir.ump.edu.my/id/eprint/23042/7/Methods%20of%20intrusion%20detection%20in%20information%20security%20incident%20detection9.pdf

id	ump-23042
recordtype	eprints
spelling	ump-230422019-07-24T02:14:36Z http://umpir.ump.edu.my/id/eprint/23042/ Methods of intrusion detection in information security incident detection: a comparative study Tan, Fui Bee Yau, Ti Dun M. N. M., Kahar QA76 Computer software The advance development in technology have made internet and online application and network usage become one of the important element in human life. With the high demand from the corporate and enterprise, more and more security appliances were developed and deployed, such as IDS (Intrusion Detection Systems), IPS (Intrusion Prevention Systems), Firewall, and SIEM (Security Information and Event Management). All these security tools have serve same purpose which is to safe guard the whole enterprise network. However, every single tool has different ways of detection and accuracy of the detection. This was due to each solution deploy was highly depended with the algorithms reside in the program loaded in the security tools. These algorithms and methods provide fast and high rate of detection. However, it also produces high false alarm rate (low accuracy) and unable to handle high volume of data. This have attracted researchers to find algorithms and methods that can detect intrusions in a short period of time within a huge volume of data with high accuracy. The objective of this paper is to study and make a comparison among the available intrusion detections algorithms and methods in the intrusion detections. Focus will be given to research that have produced new intrusion detection algorithms, framework and model as well as their gaps in the research. Their research results and gaps can lead to any possible future research to identify new intrusion detection methods. Universiti Malaysia Pahang 2018-08 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/23042/7/Methods%20of%20intrusion%20detection%20in%20information%20security%20incident%20detection9.pdf Tan, Fui Bee and Yau, Ti Dun and M. N. M., Kahar (2018) Methods of intrusion detection in information security incident detection: a comparative study. In: Proceedings Book: National Conference for Postgraduate Research (NCON-PGR 2018), 28-29 August 2018 , Universiti Malaysia Pahang, Gambang, Pahang. pp. 60-72.. ISBN 978-967-22260-5-5 http://ncon-pgr.ump.edu.my/index.php/en/download/proceedings-book
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	QA76 Computer software
spellingShingle	QA76 Computer software Tan, Fui Bee Yau, Ti Dun M. N. M., Kahar Methods of intrusion detection in information security incident detection: a comparative study
description	The advance development in technology have made internet and online application and network usage become one of the important element in human life. With the high demand from the corporate and enterprise, more and more security appliances were developed and deployed, such as IDS (Intrusion Detection Systems), IPS (Intrusion Prevention Systems), Firewall, and SIEM (Security Information and Event Management). All these security tools have serve same purpose which is to safe guard the whole enterprise network. However, every single tool has different ways of detection and accuracy of the detection. This was due to each solution deploy was highly depended with the algorithms reside in the program loaded in the security tools. These algorithms and methods provide fast and high rate of detection. However, it also produces high false alarm rate (low accuracy) and unable to handle high volume of data. This have attracted researchers to find algorithms and methods that can detect intrusions in a short period of time within a huge volume of data with high accuracy. The objective of this paper is to study and make a comparison among the available intrusion detections algorithms and methods in the intrusion detections. Focus will be given to research that have produced new intrusion detection algorithms, framework and model as well as their gaps in the research. Their research results and gaps can lead to any possible future research to identify new intrusion detection methods.
format	Conference or Workshop Item
author	Tan, Fui Bee Yau, Ti Dun M. N. M., Kahar
author_facet	Tan, Fui Bee Yau, Ti Dun M. N. M., Kahar
author_sort	Tan, Fui Bee
title	Methods of intrusion detection in information security incident detection: a comparative study
title_short	Methods of intrusion detection in information security incident detection: a comparative study
title_full	Methods of intrusion detection in information security incident detection: a comparative study
title_fullStr	Methods of intrusion detection in information security incident detection: a comparative study
title_full_unstemmed	Methods of intrusion detection in information security incident detection: a comparative study
title_sort	methods of intrusion detection in information security incident detection: a comparative study
publisher	Universiti Malaysia Pahang
publishDate	2018
url	http://umpir.ump.edu.my/id/eprint/23042/ http://umpir.ump.edu.my/id/eprint/23042/ http://umpir.ump.edu.my/id/eprint/23042/7/Methods%20of%20intrusion%20detection%20in%20information%20security%20incident%20detection9.pdf
first_indexed	2023-09-18T22:34:22Z
last_indexed	2023-09-18T22:34:22Z
_version_	1777416496583016448

Methods of intrusion detection in information security incident detection: a comparative study

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