A multi-attribute decision model for intrusion response system

The objective of this paper is to present a multi-attribute decision model for network intrusion response. The proposed technique uses a weighted linear combination (WLC) model to standardize the different attributes to a common numeric range before applying a genetic algorithm to determine the appr...

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Main Authors:	Fessi, B.A., Benabdallah, S., Boudriga, N., Hamdi, M.
Format:	Article
Published:	Elsevier Inc. 2014
Subjects:	TJ Mechanical engineering and machinery
Online Access:	http://www.scopus.com/inward/record.url?eid=2-s2.0-84898541002&partnerID=40&md5=d8751539993aaaede6ab46c16eeecc77 http://www.scopus.com/inward/record.url?eid=2-s2.0-84898541002&partnerID=40&md5=d8751539993aaaede6ab46c16eeecc77

id	um-10688
recordtype	eprints
spelling	um-106882014-06-25T06:47:02Z A multi-attribute decision model for intrusion response system Fessi, B.A. Benabdallah, S. Boudriga, N. Hamdi, M. TJ Mechanical engineering and machinery The objective of this paper is to present a multi-attribute decision model for network intrusion response. The proposed technique uses a weighted linear combination (WLC) model to standardize the different attributes to a common numeric range before applying a genetic algorithm to determine the appropriate alternative. The model is characterized by a new implementation of individual structure based on the response-resource matrix and a fitness function based on cost-benefit approach. The decision model parameters are represented by vectors modeling the different attributes that are respectively: financial cost, reputation loss, and processing resources. The paper presents a new approach for handling a multi-attribute decision problem in intrusion response context which has not been addressed in previous studies. Finally, this paper will discuss the findings of simulation experiments and will conclude by discussing the effectiveness of the proposed approach. Â© 2014 Elsevier Inc. All rights reserved. Elsevier Inc. 2014 Article PeerReviewed http://www.scopus.com/inward/record.url?eid=2-s2.0-84898541002&partnerID=40&md5=d8751539993aaaede6ab46c16eeecc77 Fessi, B.A.; Benabdallah, S.; Boudriga, N.; Hamdi, M. (2014) A multi-attribute decision model for intrusion response system. Information Sciences <http://eprints.um.edu.my/view/publication/Information_Sciences.html>, 270. pp. 237-254. ISSN 00200255 http://eprints.um.edu.my/10688/
repository_type	Digital Repository
institution_category	Local University
institution	University Malaya
building	UM Research Repository
collection	Online Access
topic	TJ Mechanical engineering and machinery
spellingShingle	TJ Mechanical engineering and machinery Fessi, B.A. Benabdallah, S. Boudriga, N. Hamdi, M. A multi-attribute decision model for intrusion response system
description	The objective of this paper is to present a multi-attribute decision model for network intrusion response. The proposed technique uses a weighted linear combination (WLC) model to standardize the different attributes to a common numeric range before applying a genetic algorithm to determine the appropriate alternative. The model is characterized by a new implementation of individual structure based on the response-resource matrix and a fitness function based on cost-benefit approach. The decision model parameters are represented by vectors modeling the different attributes that are respectively: financial cost, reputation loss, and processing resources. The paper presents a new approach for handling a multi-attribute decision problem in intrusion response context which has not been addressed in previous studies. Finally, this paper will discuss the findings of simulation experiments and will conclude by discussing the effectiveness of the proposed approach. Â© 2014 Elsevier Inc. All rights reserved.
format	Article
author	Fessi, B.A. Benabdallah, S. Boudriga, N. Hamdi, M.
author_facet	Fessi, B.A. Benabdallah, S. Boudriga, N. Hamdi, M.
author_sort	Fessi, B.A.
title	A multi-attribute decision model for intrusion response system
title_short	A multi-attribute decision model for intrusion response system
title_full	A multi-attribute decision model for intrusion response system
title_fullStr	A multi-attribute decision model for intrusion response system
title_full_unstemmed	A multi-attribute decision model for intrusion response system
title_sort	multi-attribute decision model for intrusion response system
publisher	Elsevier Inc.
publishDate	2014
url	http://www.scopus.com/inward/record.url?eid=2-s2.0-84898541002&partnerID=40&md5=d8751539993aaaede6ab46c16eeecc77 http://www.scopus.com/inward/record.url?eid=2-s2.0-84898541002&partnerID=40&md5=d8751539993aaaede6ab46c16eeecc77
first_indexed	2018-09-06T05:52:21Z
last_indexed	2018-09-06T05:52:21Z
_version_	1610836231278559232

A multi-attribute decision model for intrusion response system

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