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A fuzzy logic based risk assessment approach for evaluating and prioritizing risks in cloud computing environment

Cloud computing; Computer circuits; Fuzzy logic; Numerical methods; Risk management; Risk perception; Security of data; Assessment approaches; Business environments; Cloud computing environments; Conceptual model; Management efforts; Numerical values; On-demand services; Quantitative data; Risk asse...

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Main Authors: Amini A., Jamil N., Ahmad A.R., Sulaiman H.
Other Authors: 57202440982
Format: Book Chapter
Published: Springer Science and Business Media Deutschland GmbH 2023
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id my.uniten.dspace-24200
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spelling my.uniten.dspace-242002023-05-29T14:56:50Z A fuzzy logic based risk assessment approach for evaluating and prioritizing risks in cloud computing environment Amini A. Jamil N. Ahmad A.R. Sulaiman H. 57202440982 36682671900 35589598800 54903312800 Cloud computing; Computer circuits; Fuzzy logic; Numerical methods; Risk management; Risk perception; Security of data; Assessment approaches; Business environments; Cloud computing environments; Conceptual model; Management efforts; Numerical values; On-demand services; Quantitative data; Risk assessment Cloud computing is an innovative and popular paradigm in information technology. It delivers on-demand services by offering numerous advantages such as reduced management effort and efficient resource usage which would lead to economic saving. However, the associated flexibility and elasticity have caused many information security issues in a business environment. In such scenarios, all risk factors must be managed based on their probable effects on assets. Moreover, risk assessment as a core of risk management, estimates and prioritizes risks to reduce their impact and maximize the benefits of cloud computing for system providers and clients. In this paper, we adopt fuzzy logic to deal with insufficient information and estimate the severity and the likelihood of each risk mathematically. The aim of this paper is to develop a conceptual model to prioritize risks based on severity and probability. For estimating risk, human knowledge and expertise need to be integrated into role based circumstance. As a result, fuzzy logic is presented in this paper and the incenter on centroid method is proposed to convert linguistics data to numerical value in order to quantify the rate of risk. On the other hand, fuzzy logic has been used to deal with human experience as insufficient information to obtain the quantitative data due to the risk characterizing factors. � Springer International Publishing AG 2018. Final 2023-05-29T06:56:50Z 2023-05-29T06:56:50Z 2018 Book Chapter 10.1007/978-3-319-59427-9_67 2-s2.0-85048360756 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85048360756&doi=10.1007%2f978-3-319-59427-9_67&partnerID=40&md5=99d713eaf570e8ea9195277920eb94f5 https://irepository.uniten.edu.my/handle/123456789/24200 5 650 659 Springer Science and Business Media Deutschland GmbH Scopus
institution Universiti Tenaga Nasional
building UNITEN Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tenaga Nasional
content_source UNITEN Institutional Repository
url_provider http://dspace.uniten.edu.my/
description Cloud computing; Computer circuits; Fuzzy logic; Numerical methods; Risk management; Risk perception; Security of data; Assessment approaches; Business environments; Cloud computing environments; Conceptual model; Management efforts; Numerical values; On-demand services; Quantitative data; Risk assessment
author2 57202440982
author_facet 57202440982
Amini A.
Jamil N.
Ahmad A.R.
Sulaiman H.
format Book Chapter
author Amini A.
Jamil N.
Ahmad A.R.
Sulaiman H.
spellingShingle Amini A.
Jamil N.
Ahmad A.R.
Sulaiman H.
A fuzzy logic based risk assessment approach for evaluating and prioritizing risks in cloud computing environment
author_sort Amini A.
title A fuzzy logic based risk assessment approach for evaluating and prioritizing risks in cloud computing environment
title_short A fuzzy logic based risk assessment approach for evaluating and prioritizing risks in cloud computing environment
title_full A fuzzy logic based risk assessment approach for evaluating and prioritizing risks in cloud computing environment
title_fullStr A fuzzy logic based risk assessment approach for evaluating and prioritizing risks in cloud computing environment
title_full_unstemmed A fuzzy logic based risk assessment approach for evaluating and prioritizing risks in cloud computing environment
title_sort fuzzy logic based risk assessment approach for evaluating and prioritizing risks in cloud computing environment
publisher Springer Science and Business Media Deutschland GmbH
publishDate 2023
_version_ 1806424223931957248
score 13.211869

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