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SGM : Strategic game model for resisting node misbehaviour in IoT-cloud ecosystem

This paper introduces a computational strategic game model capable of mitigating the adversarial impact of node misbehaviour in large-scale Internet of Things (IoT) deployments. This security model’s central concept is to preclude the participation of misbehaving nodes during the routing process wit...

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Main Authors:	Khan, Burhan Ul Islam, Anwar, Farhat, Farah Diyana, Abdul Rahman, Olanrewaju, Rashidah Funke, Goh, Khang Wen, Zuriati, Janin, Rahman, Md Arafatur
Format:	Article
Language:	English
Published:	MDPI 2022
Subjects:	QA75 Electronic computers. Computer science QA76 Computer software T Technology (General) TA Engineering (General). Civil engineering (General)
Online Access:	http://umpir.ump.edu.my/id/eprint/40534/1/SGM_Strategic%20game%20model%20for%20resisting%20node%20misbehaviour.pdf http://umpir.ump.edu.my/id/eprint/40534/ https://doi.org/10.3390/info13110544 https://doi.org/10.3390/info13110544
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id	my.ump.umpir.40534
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spelling	my.ump.umpir.405342024-04-30T06:31:12Z http://umpir.ump.edu.my/id/eprint/40534/ SGM : Strategic game model for resisting node misbehaviour in IoT-cloud ecosystem Khan, Burhan Ul Islam Anwar, Farhat Farah Diyana, Abdul Rahman Olanrewaju, Rashidah Funke Goh, Khang Wen Zuriati, Janin Rahman, Md Arafatur QA75 Electronic computers. Computer science QA76 Computer software T Technology (General) TA Engineering (General). Civil engineering (General) This paper introduces a computational strategic game model capable of mitigating the adversarial impact of node misbehaviour in large-scale Internet of Things (IoT) deployments. This security model’s central concept is to preclude the participation of misbehaving nodes during the routing process within the ad hoc environment of mobile IoT nodes. The core of the design is a simplified mathematical algorithm that can strategically compute payoff embrace moves to maximise gain. At the same time, a unique role is given to a node for restoring resources during communication or security operations. Adopting an analytical research methodology, the proposed model uses public and private cloud systems for integrating quality service delivery with secure agreements using a Global Trust Controller and core node selection controller to select an intermediate node for data propagation. The initiation of the game model is carried out by identifying mobile node role followed by choosing an optimal payoff for a normal IoT node. Finally, the model leads to an increment of gain for selecting the regular IoT node for routing. The findings of the evaluation indicate that the proposed scheme offers 36% greater accuracy, 25% less energy, 11% faster response time, and 27% lower cost than the prevalent game-based models currently used to solve security issues. The value added by the proposed study is the simplified game model which balances both security demands and communication demands. MDPI 2022-11 Article PeerReviewed pdf en cc_by_4 http://umpir.ump.edu.my/id/eprint/40534/1/SGM_Strategic%20game%20model%20for%20resisting%20node%20misbehaviour.pdf Khan, Burhan Ul Islam and Anwar, Farhat and Farah Diyana, Abdul Rahman and Olanrewaju, Rashidah Funke and Goh, Khang Wen and Zuriati, Janin and Rahman, Md Arafatur (2022) SGM : Strategic game model for resisting node misbehaviour in IoT-cloud ecosystem. Information (Switzerland), 13 (544). pp. 1-19. ISSN 2078-2489. (Published) https://doi.org/10.3390/info13110544 https://doi.org/10.3390/info13110544
institution	Universiti Malaysia Pahang Al-Sultan Abdullah
building	UMPSA Library
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Malaysia Pahang Al-Sultan Abdullah
content_source	UMPSA Institutional Repository
url_provider	http://umpir.ump.edu.my/
language	English
topic	QA75 Electronic computers. Computer science QA76 Computer software T Technology (General) TA Engineering (General). Civil engineering (General)
spellingShingle	QA75 Electronic computers. Computer science QA76 Computer software T Technology (General) TA Engineering (General). Civil engineering (General) Khan, Burhan Ul Islam Anwar, Farhat Farah Diyana, Abdul Rahman Olanrewaju, Rashidah Funke Goh, Khang Wen Zuriati, Janin Rahman, Md Arafatur SGM : Strategic game model for resisting node misbehaviour in IoT-cloud ecosystem
description	This paper introduces a computational strategic game model capable of mitigating the adversarial impact of node misbehaviour in large-scale Internet of Things (IoT) deployments. This security model’s central concept is to preclude the participation of misbehaving nodes during the routing process within the ad hoc environment of mobile IoT nodes. The core of the design is a simplified mathematical algorithm that can strategically compute payoff embrace moves to maximise gain. At the same time, a unique role is given to a node for restoring resources during communication or security operations. Adopting an analytical research methodology, the proposed model uses public and private cloud systems for integrating quality service delivery with secure agreements using a Global Trust Controller and core node selection controller to select an intermediate node for data propagation. The initiation of the game model is carried out by identifying mobile node role followed by choosing an optimal payoff for a normal IoT node. Finally, the model leads to an increment of gain for selecting the regular IoT node for routing. The findings of the evaluation indicate that the proposed scheme offers 36% greater accuracy, 25% less energy, 11% faster response time, and 27% lower cost than the prevalent game-based models currently used to solve security issues. The value added by the proposed study is the simplified game model which balances both security demands and communication demands.
format	Article
author	Khan, Burhan Ul Islam Anwar, Farhat Farah Diyana, Abdul Rahman Olanrewaju, Rashidah Funke Goh, Khang Wen Zuriati, Janin Rahman, Md Arafatur
author_facet	Khan, Burhan Ul Islam Anwar, Farhat Farah Diyana, Abdul Rahman Olanrewaju, Rashidah Funke Goh, Khang Wen Zuriati, Janin Rahman, Md Arafatur
author_sort	Khan, Burhan Ul Islam
title	SGM : Strategic game model for resisting node misbehaviour in IoT-cloud ecosystem
title_short	SGM : Strategic game model for resisting node misbehaviour in IoT-cloud ecosystem
title_full	SGM : Strategic game model for resisting node misbehaviour in IoT-cloud ecosystem
title_fullStr	SGM : Strategic game model for resisting node misbehaviour in IoT-cloud ecosystem
title_full_unstemmed	SGM : Strategic game model for resisting node misbehaviour in IoT-cloud ecosystem
title_sort	sgm : strategic game model for resisting node misbehaviour in iot-cloud ecosystem
publisher	MDPI
publishDate	2022
url	http://umpir.ump.edu.my/id/eprint/40534/1/SGM_Strategic%20game%20model%20for%20resisting%20node%20misbehaviour.pdf http://umpir.ump.edu.my/id/eprint/40534/ https://doi.org/10.3390/info13110544 https://doi.org/10.3390/info13110544
_version_	1822924243630817280
score	13.235796

SGM : Strategic game model for resisting node misbehaviour in IoT-cloud ecosystem

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