Fuzzy Expert System of Information Security Risk Assessment on the Example of Analysis Learning Management Systems

The rapid development and application of new digital technologies has, on the one hand, opened up new opportunities for more efficient management of technological and business processes. On the other hand, this leads to a significant increase in security threats, increasing the vulnerability of busi...

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Autores principales:	S. A. Abdymanapov, M. Muratbekov, S. Altynbek, A. Barlybayev
Formato:	article
Lenguaje:	EN
Publicado:	IEEE 2021
Materias:	Fuzzy logic business process modeling information security risk risk assessment Electrical engineering. Electronics. Nuclear engineering TK1-9971
Acceso en línea:	https://doaj.org/article/780dab3f948043eb84b9bc13ef6a12f3
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id	oai:doaj.org-article:780dab3f948043eb84b9bc13ef6a12f3
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spelling	oai:doaj.org-article:780dab3f948043eb84b9bc13ef6a12f32021-12-02T00:00:49ZFuzzy Expert System of Information Security Risk Assessment on the Example of Analysis Learning Management Systems2169-353610.1109/ACCESS.2021.3129488https://doaj.org/article/780dab3f948043eb84b9bc13ef6a12f32021-01-01T00:00:00Zhttps://ieeexplore.ieee.org/document/9622240/https://doaj.org/toc/2169-3536The rapid development and application of new digital technologies has, on the one hand, opened up new opportunities for more efficient management of technological and business processes. On the other hand, this leads to a significant increase in security threats, increasing the vulnerability of businesses and organisations to cybercriminals. In recent years, the rapid growth of incidents of various kinds has shown that traditional approaches to information security (IS) are insufficient. Consequently, software product information security risk assessment has become an important task for most organisations. Several models have been proposed to help different enterprises deal with the challenges of building information security. This paper proposes a new hierarchical structured model for information security risk assessment using fuzzy logic. A new method for information security risk assessment of software is also described using the example of automated control systems or enterprise resource planning (ERP) systems (using learning management systems as an example). The proposed new risk assessment model has been software implemented using fuzzy logic in the form of 15 fuzzy machines. In a series of experiments, we have scrutinised the information security risk assessment of various software products. The proposed method should solve the problem of flexible risk assessment.S. A. AbdymanapovM. MuratbekovS. AltynbekA. BarlybayevIEEEarticleFuzzy logicbusiness process modelinginformation security riskrisk assessmentElectrical engineering. Electronics. Nuclear engineeringTK1-9971ENIEEE Access, Vol 9, Pp 156556-156565 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Fuzzy logic business process modeling information security risk risk assessment Electrical engineering. Electronics. Nuclear engineering TK1-9971
spellingShingle	Fuzzy logic business process modeling information security risk risk assessment Electrical engineering. Electronics. Nuclear engineering TK1-9971 S. A. Abdymanapov M. Muratbekov S. Altynbek A. Barlybayev Fuzzy Expert System of Information Security Risk Assessment on the Example of Analysis Learning Management Systems
description	The rapid development and application of new digital technologies has, on the one hand, opened up new opportunities for more efficient management of technological and business processes. On the other hand, this leads to a significant increase in security threats, increasing the vulnerability of businesses and organisations to cybercriminals. In recent years, the rapid growth of incidents of various kinds has shown that traditional approaches to information security (IS) are insufficient. Consequently, software product information security risk assessment has become an important task for most organisations. Several models have been proposed to help different enterprises deal with the challenges of building information security. This paper proposes a new hierarchical structured model for information security risk assessment using fuzzy logic. A new method for information security risk assessment of software is also described using the example of automated control systems or enterprise resource planning (ERP) systems (using learning management systems as an example). The proposed new risk assessment model has been software implemented using fuzzy logic in the form of 15 fuzzy machines. In a series of experiments, we have scrutinised the information security risk assessment of various software products. The proposed method should solve the problem of flexible risk assessment.
format	article
author	S. A. Abdymanapov M. Muratbekov S. Altynbek A. Barlybayev
author_facet	S. A. Abdymanapov M. Muratbekov S. Altynbek A. Barlybayev
author_sort	S. A. Abdymanapov
title	Fuzzy Expert System of Information Security Risk Assessment on the Example of Analysis Learning Management Systems
title_short	Fuzzy Expert System of Information Security Risk Assessment on the Example of Analysis Learning Management Systems
title_full	Fuzzy Expert System of Information Security Risk Assessment on the Example of Analysis Learning Management Systems
title_fullStr	Fuzzy Expert System of Information Security Risk Assessment on the Example of Analysis Learning Management Systems
title_full_unstemmed	Fuzzy Expert System of Information Security Risk Assessment on the Example of Analysis Learning Management Systems
title_sort	fuzzy expert system of information security risk assessment on the example of analysis learning management systems
publisher	IEEE
publishDate	2021
url	https://doaj.org/article/780dab3f948043eb84b9bc13ef6a12f3
work_keys_str_mv	AT saabdymanapov fuzzyexpertsystemofinformationsecurityriskassessmentontheexampleofanalysislearningmanagementsystems AT mmuratbekov fuzzyexpertsystemofinformationsecurityriskassessmentontheexampleofanalysislearningmanagementsystems AT saltynbek fuzzyexpertsystemofinformationsecurityriskassessmentontheexampleofanalysislearningmanagementsystems AT abarlybayev fuzzyexpertsystemofinformationsecurityriskassessmentontheexampleofanalysislearningmanagementsystems
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Fuzzy Expert System of Information Security Risk Assessment on the Example of Analysis Learning Management Systems

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