Analysis of Communication and Network Securities Using the Concepts of Complex Picture Fuzzy Relations

In our lives, we cannot avoid the uncertainty. Randomness, rough knowledge, and vagueness lead us to uncertainty. In mathematics, the fuzzy set (FS) theory and logics are used to model uncertain events. This article defines a new concept of complex picture fuzzy relation (CPFR) in the field of FS th...

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Autores principales:	Abdul Nasir, Naeem Jan, Sami Ullah Khan, Abdu Gumaei, Abdulrahman Alothaim
Formato:	article
Lenguaje:	EN
Publicado:	Hindawi Limited 2021
Materias:	Computer applications to medicine. Medical informatics R858-859.7 Neurosciences. Biological psychiatry. Neuropsychiatry RC321-571
Acceso en línea:	https://doaj.org/article/e56e8aa8108f4d5f938307ae99800b43
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spelling	oai:doaj.org-article:e56e8aa8108f4d5f938307ae99800b432021-11-08T02:36:01ZAnalysis of Communication and Network Securities Using the Concepts of Complex Picture Fuzzy Relations1687-527310.1155/2021/9427492https://doaj.org/article/e56e8aa8108f4d5f938307ae99800b432021-01-01T00:00:00Zhttp://dx.doi.org/10.1155/2021/9427492https://doaj.org/toc/1687-5273In our lives, we cannot avoid the uncertainty. Randomness, rough knowledge, and vagueness lead us to uncertainty. In mathematics, the fuzzy set (FS) theory and logics are used to model uncertain events. This article defines a new concept of complex picture fuzzy relation (CPFR) in the field of FS theory. In addition, the types of CPFRs are also discussed to make the paper more fruitful. Today’s complex network architecture faces the ever-changing threats. The cyber-attackers are always trying to discover, catch, and exploit the weaknesses in the networks. So, the security measures are essential to avoid and dismantle such threats. The CPFR has a vast structure composed of levels of membership, abstinence, and nonmembership which models uncertainty better than any other structures in the theory. Moreover, a CPFR has the ability to cope with multivariable problems. Therefore, this article proposes modeling techniques based on the complex picture fuzzy information which are used to study the effectiveness and ineffectiveness of different network securities against several threats and cyber-attack practices. Moreover, the strength and preeminence of the proposed methods are verified by studying their comparison with the existing methods.Abdul NasirNaeem JanSami Ullah KhanAbdu GumaeiAbdulrahman AlothaimHindawi LimitedarticleComputer applications to medicine. Medical informaticsR858-859.7Neurosciences. Biological psychiatry. NeuropsychiatryRC321-571ENComputational Intelligence and Neuroscience, Vol 2021 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Computer applications to medicine. Medical informatics R858-859.7 Neurosciences. Biological psychiatry. Neuropsychiatry RC321-571
spellingShingle	Computer applications to medicine. Medical informatics R858-859.7 Neurosciences. Biological psychiatry. Neuropsychiatry RC321-571 Abdul Nasir Naeem Jan Sami Ullah Khan Abdu Gumaei Abdulrahman Alothaim Analysis of Communication and Network Securities Using the Concepts of Complex Picture Fuzzy Relations
description	In our lives, we cannot avoid the uncertainty. Randomness, rough knowledge, and vagueness lead us to uncertainty. In mathematics, the fuzzy set (FS) theory and logics are used to model uncertain events. This article defines a new concept of complex picture fuzzy relation (CPFR) in the field of FS theory. In addition, the types of CPFRs are also discussed to make the paper more fruitful. Today’s complex network architecture faces the ever-changing threats. The cyber-attackers are always trying to discover, catch, and exploit the weaknesses in the networks. So, the security measures are essential to avoid and dismantle such threats. The CPFR has a vast structure composed of levels of membership, abstinence, and nonmembership which models uncertainty better than any other structures in the theory. Moreover, a CPFR has the ability to cope with multivariable problems. Therefore, this article proposes modeling techniques based on the complex picture fuzzy information which are used to study the effectiveness and ineffectiveness of different network securities against several threats and cyber-attack practices. Moreover, the strength and preeminence of the proposed methods are verified by studying their comparison with the existing methods.
format	article
author	Abdul Nasir Naeem Jan Sami Ullah Khan Abdu Gumaei Abdulrahman Alothaim
author_facet	Abdul Nasir Naeem Jan Sami Ullah Khan Abdu Gumaei Abdulrahman Alothaim
author_sort	Abdul Nasir
title	Analysis of Communication and Network Securities Using the Concepts of Complex Picture Fuzzy Relations
title_short	Analysis of Communication and Network Securities Using the Concepts of Complex Picture Fuzzy Relations
title_full	Analysis of Communication and Network Securities Using the Concepts of Complex Picture Fuzzy Relations
title_fullStr	Analysis of Communication and Network Securities Using the Concepts of Complex Picture Fuzzy Relations
title_full_unstemmed	Analysis of Communication and Network Securities Using the Concepts of Complex Picture Fuzzy Relations
title_sort	analysis of communication and network securities using the concepts of complex picture fuzzy relations
publisher	Hindawi Limited
publishDate	2021
url	https://doaj.org/article/e56e8aa8108f4d5f938307ae99800b43
work_keys_str_mv	AT abdulnasir analysisofcommunicationandnetworksecuritiesusingtheconceptsofcomplexpicturefuzzyrelations AT naeemjan analysisofcommunicationandnetworksecuritiesusingtheconceptsofcomplexpicturefuzzyrelations AT samiullahkhan analysisofcommunicationandnetworksecuritiesusingtheconceptsofcomplexpicturefuzzyrelations AT abdugumaei analysisofcommunicationandnetworksecuritiesusingtheconceptsofcomplexpicturefuzzyrelations AT abdulrahmanalothaim analysisofcommunicationandnetworksecuritiesusingtheconceptsofcomplexpicturefuzzyrelations
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Analysis of Communication and Network Securities Using the Concepts of Complex Picture Fuzzy Relations

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