Fuzzy-GRA trust model for cloud risk management

Abdul Razaque; Muder Almiani; Meer Jaro Khan; Basel Magableh; Ayman Al-Dmour; Amer Al-Rahayfeh

doi:10.1109/SDS.2019.8768726

Fuzzy-GRA trust model for cloud risk management

Abdul Razaque, Muder Almiani, Meer Jaro Khan, Basel Magableh, Ayman Al-Dmour, Amer Al-Rahayfeh

School of Computer Science

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Citations (Scopus)

Abstract

Cloud computing is not adequately secure due to the currently used traditional trust methods such as global trust model and local trust model. These are prone to security vulnerabilities. This paper introduces a trust model based on the fuzzy mathematics and gray relational theory. Fuzzy mathematics and gray relational analysis (Fuzzy-GRA) aims to improve the poor dynamic adaptability of cloud computing. Fuzzy-GRA platform is used to test and validate the behavior of the model. Furthermore, our proposed model is compared to other known models. Based on the experimental results, we prove that our model has the edge over other existing models.

Original language	English
Title of host publication	2019 6th International Conference on Software Defined Systems, SDS 2019
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	179-185
Number of pages	7
ISBN (Electronic)	9781728107226
DOIs	https://doi.org/10.1109/SDS.2019.8768726
Publication status	Published - Jun 2019
Event	6th International Conference on Software Defined Systems, SDS 2019 - Rome, Italy Duration: 10 Jun 2019 → 13 Jun 2019

Publication series

Name	2019 6th International Conference on Software Defined Systems, SDS 2019

Conference

Conference	6th International Conference on Software Defined Systems, SDS 2019
Country/Territory	Italy
City	Rome
Period	10/06/19 → 13/06/19

Keywords

Cloud safety
Fuzzy mathematics
Trust model

Access to Document

10.1109/SDS.2019.8768726

https://arrow.tudublin.ie/scschcomcon/335Licence: CC BY-NC-SA

Cite this

Razaque, A., Almiani, M., Khan, M. J., Magableh, B., Al-Dmour, A., & Al-Rahayfeh, A. (2019). Fuzzy-GRA trust model for cloud risk management. In 2019 6th International Conference on Software Defined Systems, SDS 2019 (pp. 179-185). Article 8768726 (2019 6th International Conference on Software Defined Systems, SDS 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SDS.2019.8768726

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title = "Fuzzy-GRA trust model for cloud risk management",

abstract = "Cloud computing is not adequately secure due to the currently used traditional trust methods such as global trust model and local trust model. These are prone to security vulnerabilities. This paper introduces a trust model based on the fuzzy mathematics and gray relational theory. Fuzzy mathematics and gray relational analysis (Fuzzy-GRA) aims to improve the poor dynamic adaptability of cloud computing. Fuzzy-GRA platform is used to test and validate the behavior of the model. Furthermore, our proposed model is compared to other known models. Based on the experimental results, we prove that our model has the edge over other existing models.",

keywords = "Cloud safety, Fuzzy mathematics, Trust model",

author = "Abdul Razaque and Muder Almiani and Khan, {Meer Jaro} and Basel Magableh and Ayman Al-Dmour and Amer Al-Rahayfeh",

note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 6th International Conference on Software Defined Systems, SDS 2019 ; Conference date: 10-06-2019 Through 13-06-2019",

year = "2019",

month = jun,

doi = "10.1109/SDS.2019.8768726",

language = "English",

series = "2019 6th International Conference on Software Defined Systems, SDS 2019",

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Razaque, A, Almiani, M, Khan, MJ, Magableh, B, Al-Dmour, A & Al-Rahayfeh, A 2019, Fuzzy-GRA trust model for cloud risk management. in 2019 6th International Conference on Software Defined Systems, SDS 2019., 8768726, 2019 6th International Conference on Software Defined Systems, SDS 2019, Institute of Electrical and Electronics Engineers Inc., pp. 179-185, 6th International Conference on Software Defined Systems, SDS 2019, Rome, Italy, 10/06/19. https://doi.org/10.1109/SDS.2019.8768726

Fuzzy-GRA trust model for cloud risk management. / Razaque, Abdul; Almiani, Muder; Khan, Meer Jaro et al.
2019 6th International Conference on Software Defined Systems, SDS 2019. Institute of Electrical and Electronics Engineers Inc., 2019. p. 179-185 8768726 (2019 6th International Conference on Software Defined Systems, SDS 2019).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Almiani, Muder

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AU - Al-Dmour, Ayman

AU - Al-Rahayfeh, Amer

PY - 2019/6

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N2 - Cloud computing is not adequately secure due to the currently used traditional trust methods such as global trust model and local trust model. These are prone to security vulnerabilities. This paper introduces a trust model based on the fuzzy mathematics and gray relational theory. Fuzzy mathematics and gray relational analysis (Fuzzy-GRA) aims to improve the poor dynamic adaptability of cloud computing. Fuzzy-GRA platform is used to test and validate the behavior of the model. Furthermore, our proposed model is compared to other known models. Based on the experimental results, we prove that our model has the edge over other existing models.

AB - Cloud computing is not adequately secure due to the currently used traditional trust methods such as global trust model and local trust model. These are prone to security vulnerabilities. This paper introduces a trust model based on the fuzzy mathematics and gray relational theory. Fuzzy mathematics and gray relational analysis (Fuzzy-GRA) aims to improve the poor dynamic adaptability of cloud computing. Fuzzy-GRA platform is used to test and validate the behavior of the model. Furthermore, our proposed model is compared to other known models. Based on the experimental results, we prove that our model has the edge over other existing models.

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Razaque A, Almiani M, Khan MJ, Magableh B, Al-Dmour A, Al-Rahayfeh A. Fuzzy-GRA trust model for cloud risk management. In 2019 6th International Conference on Software Defined Systems, SDS 2019. Institute of Electrical and Electronics Engineers Inc. 2019. p. 179-185. 8768726. (2019 6th International Conference on Software Defined Systems, SDS 2019). doi: 10.1109/SDS.2019.8768726

Fuzzy-GRA trust model for cloud risk management

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