A Review on Soft Computing Technique in Intrusion Detection System

Intrusion Detection System is significant in network security. It detects and identifies intrusion behavior or intrusion attempts in a computer system by monitoring and analyzing the network packets in real time. In the recent year, intelligent algorithms applied in the intrusion detection system (I...

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Main Authors:	Sulaiman, Noor Suhana, Rohani, Abu Bakar, Norrozila, Sulaiman
Format:	Article
Language:	English
Published:	WASET 2012
Subjects:	QA75 Electronic computers. Computer science
Online Access:	http://umpir.ump.edu.my/id/eprint/21196/ http://umpir.ump.edu.my/id/eprint/21196/ http://umpir.ump.edu.my/id/eprint/21196/1/WASET-A-Review-on-Soft-Computing-Technique-in-Intrusion-Detection-System.pdf

id	ump-21196
recordtype	eprints
spelling	ump-211962018-05-25T06:36:34Z http://umpir.ump.edu.my/id/eprint/21196/ A Review on Soft Computing Technique in Intrusion Detection System Sulaiman, Noor Suhana Rohani, Abu Bakar Norrozila, Sulaiman QA75 Electronic computers. Computer science Intrusion Detection System is significant in network security. It detects and identifies intrusion behavior or intrusion attempts in a computer system by monitoring and analyzing the network packets in real time. In the recent year, intelligent algorithms applied in the intrusion detection system (IDS) have been an increasing concern with the rapid growth of the network security. IDS data deals with a huge amount of data which contains irrelevant and redundant features causing slow training and testing process, higher resource consumption as well as poor detection rate. Since the amount of audit data that an IDS needs to examine is very large even for a small network, classification by hand is impossible. Hence, the primary objective of this review is to review the techniques prior to classification process suit to IDS data. WASET 2012 Article PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/21196/1/WASET-A-Review-on-Soft-Computing-Technique-in-Intrusion-Detection-System.pdf Sulaiman, Noor Suhana and Rohani, Abu Bakar and Norrozila, Sulaiman (2012) A Review on Soft Computing Technique in Intrusion Detection System. International Journal of Computer, Electrical, Automation, Control and Information Engineering, 6 (12). pp. 1-6. https://waset.org/publications/13529/a-review-on-soft-computing-technique-in-intrusion-detection-system
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	QA75 Electronic computers. Computer science
spellingShingle	QA75 Electronic computers. Computer science Sulaiman, Noor Suhana Rohani, Abu Bakar Norrozila, Sulaiman A Review on Soft Computing Technique in Intrusion Detection System
description	Intrusion Detection System is significant in network security. It detects and identifies intrusion behavior or intrusion attempts in a computer system by monitoring and analyzing the network packets in real time. In the recent year, intelligent algorithms applied in the intrusion detection system (IDS) have been an increasing concern with the rapid growth of the network security. IDS data deals with a huge amount of data which contains irrelevant and redundant features causing slow training and testing process, higher resource consumption as well as poor detection rate. Since the amount of audit data that an IDS needs to examine is very large even for a small network, classification by hand is impossible. Hence, the primary objective of this review is to review the techniques prior to classification process suit to IDS data.
format	Article
author	Sulaiman, Noor Suhana Rohani, Abu Bakar Norrozila, Sulaiman
author_facet	Sulaiman, Noor Suhana Rohani, Abu Bakar Norrozila, Sulaiman
author_sort	Sulaiman, Noor Suhana
title	A Review on Soft Computing Technique in Intrusion Detection System
title_short	A Review on Soft Computing Technique in Intrusion Detection System
title_full	A Review on Soft Computing Technique in Intrusion Detection System
title_fullStr	A Review on Soft Computing Technique in Intrusion Detection System
title_full_unstemmed	A Review on Soft Computing Technique in Intrusion Detection System
title_sort	review on soft computing technique in intrusion detection system
publisher	WASET
publishDate	2012
url	http://umpir.ump.edu.my/id/eprint/21196/ http://umpir.ump.edu.my/id/eprint/21196/ http://umpir.ump.edu.my/id/eprint/21196/1/WASET-A-Review-on-Soft-Computing-Technique-in-Intrusion-Detection-System.pdf
first_indexed	2023-09-18T22:31:00Z
last_indexed	2023-09-18T22:31:00Z
_version_	1777416285395615744

A Review on Soft Computing Technique in Intrusion Detection System

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