Multi-objectives model to process security risk assessment based on AHP-PSO

Multi-objectives model to process security risk assessment based on AHP-PSO

Nowadays the security risk assessment play a crucial role, which is applied to the entire life cycle of information systems and communication technologies but still so many models for security risk assessment are non practical, therefore, it should be measured and improved. In this paper, a novel ap...

Full description

Bibliographic Details
Main Authors: Awad, Gamal, Sultan, Elrasheed Ismail, Noraziah, Ahmad, Norafida, Ithnan, Beg, A. H.
Format: Article
Language:English
Published: Canadian Centerof Science and Education 2011
Subjects:
QA76 Computer software
Online Access:http://umpir.ump.edu.my/id/eprint/24954/
http://umpir.ump.edu.my/id/eprint/24954/
http://umpir.ump.edu.my/id/eprint/24954/1/Multi-objectives%20model%20to%20process%20security%20risk%20assessment%20based%20on%20AHP-PSO.pdf
id ump-24954
recordtype eprints
spelling ump-249542019-12-09T03:41:26Z http://umpir.ump.edu.my/id/eprint/24954/ Multi-objectives model to process security risk assessment based on AHP-PSO Awad, Gamal Sultan, Elrasheed Ismail Noraziah, Ahmad Norafida, Ithnan Beg, A. H. QA76 Computer software Nowadays the security risk assessment play a crucial role, which is applied to the entire life cycle of information systems and communication technologies but still so many models for security risk assessment are non practical, therefore, it should be measured and improved. In this paper, a novel approach, in which Analytic Hierarchy Process (AHP) and Particles Swarm Optimization (PSO) can be combined with some changes, is presented. The method consists of; firstly, the analytic hierarchy structure of the risk assessment is constructed and the method of PSO comprehensive judgment is improved according to the actual condition of the information security. Secondly, the risk degree put forward is PSO estimation of the risk probability, the risk impact severity and risk uncontrollability. Finally, it gives examples to prove that this method Multi Objectives Programming Methodology (MOPM) can be well applied to security risk assessment and provides reasonable data for constituting the risk control strategy of the information systems security. Based on the risk assessment results, the targeted safety measures are taken, and the risk is transferred and reduced, which is controlled within an acceptable range. Canadian Centerof Science and Education 2011 Article PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/24954/1/Multi-objectives%20model%20to%20process%20security%20risk%20assessment%20based%20on%20AHP-PSO.pdf Awad, Gamal and Sultan, Elrasheed Ismail and Noraziah, Ahmad and Norafida, Ithnan and Beg, A. H. (2011) Multi-objectives model to process security risk assessment based on AHP-PSO. Modern Applied Science, 5 (3). pp. 246-250. ISSN 1913-1844 (printed), 1913-1852 (online) http://www.ccsenet.org/journal/index.php/mas/article/view/10877
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
Awad, Gamal
Sultan, Elrasheed Ismail
Noraziah, Ahmad
Norafida, Ithnan
Beg, A. H.
Multi-objectives model to process security risk assessment based on AHP-PSO
description Nowadays the security risk assessment play a crucial role, which is applied to the entire life cycle of information systems and communication technologies but still so many models for security risk assessment are non practical, therefore, it should be measured and improved. In this paper, a novel approach, in which Analytic Hierarchy Process (AHP) and Particles Swarm Optimization (PSO) can be combined with some changes, is presented. The method consists of; firstly, the analytic hierarchy structure of the risk assessment is constructed and the method of PSO comprehensive judgment is improved according to the actual condition of the information security. Secondly, the risk degree put forward is PSO estimation of the risk probability, the risk impact severity and risk uncontrollability. Finally, it gives examples to prove that this method Multi Objectives Programming Methodology (MOPM) can be well applied to security risk assessment and provides reasonable data for constituting the risk control strategy of the information systems security. Based on the risk assessment results, the targeted safety measures are taken, and the risk is transferred and reduced, which is controlled within an acceptable range.
format Article
author Awad, Gamal
Sultan, Elrasheed Ismail
Noraziah, Ahmad
Norafida, Ithnan
Beg, A. H.
author_facet Awad, Gamal
Sultan, Elrasheed Ismail
Noraziah, Ahmad
Norafida, Ithnan
Beg, A. H.
author_sort Awad, Gamal
title Multi-objectives model to process security risk assessment based on AHP-PSO
title_short Multi-objectives model to process security risk assessment based on AHP-PSO
title_full Multi-objectives model to process security risk assessment based on AHP-PSO
title_fullStr Multi-objectives model to process security risk assessment based on AHP-PSO
title_full_unstemmed Multi-objectives model to process security risk assessment based on AHP-PSO
title_sort multi-objectives model to process security risk assessment based on ahp-pso
publisher Canadian Centerof Science and Education
publishDate 2011
url http://umpir.ump.edu.my/id/eprint/24954/
http://umpir.ump.edu.my/id/eprint/24954/
http://umpir.ump.edu.my/id/eprint/24954/1/Multi-objectives%20model%20to%20process%20security%20risk%20assessment%20based%20on%20AHP-PSO.pdf
first_indexed 2023-09-18T22:38:03Z
last_indexed 2023-09-18T22:38:03Z
_version_ 1777416728263786496

Similar Items