Bayesian signaling game based efficient security model for MANETs

Game Theory acts as a suitable tool offering promising solutions to security-related concerns in Mobile Ad Hoc Networks (i.e., MANETs). In MANETs, security forms a prominent concern as it includes nodes which are usually portable and require significant coordination between them. Further, the absenc...

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Main Authors:	Olanrewaju, Rashidah Funke, Khan, Burhan Ul Islam, Anwar, Farhat, Mir, Roohie Naaz, Yaacob, Mashkuri, Mehraj, Tehseen
Other Authors:	Arai, Kohei
Format:	Conference or Workshop Item
Language:	English English
Published:	Springer, Cham 2020
Subjects:	T10.5 Communication of technical information
Online Access:	http://irep.iium.edu.my/70885/ http://irep.iium.edu.my/70885/ http://irep.iium.edu.my/70885/ http://irep.iium.edu.my/70885/1/Bayesian%20Signaling%20Game%20Based%20Efficient.pdf http://irep.iium.edu.my/70885/7/70885_Bayesian%20signaling%20game%20based%20efficient%20security%20model%20for%20MANETs_scopus.pdf

id	iium-70885
recordtype	eprints
spelling	iium-708852019-07-15T06:55:05Z http://irep.iium.edu.my/70885/ Bayesian signaling game based efficient security model for MANETs Olanrewaju, Rashidah Funke Khan, Burhan Ul Islam Anwar, Farhat Mir, Roohie Naaz Yaacob, Mashkuri Mehraj, Tehseen T10.5 Communication of technical information Game Theory acts as a suitable tool offering promising solutions to security-related concerns in Mobile Ad Hoc Networks (i.e., MANETs). In MANETs, security forms a prominent concern as it includes nodes which are usually portable and require significant coordination between them. Further, the absence of physical organisation makes such networks susceptible to security breaches, hindering secure routing and execution among nodes. Game Theory approach has been manipulated in the current study to achieve an analytical view while addressing the security concerns in MANETs. This paper offers a Bayesian-Signaling game model capable of analysing the behaviour associated with regular as well as malicious nodes. In the proposed model, the utility of normal nodes has been increased while reducing the utility linked to malicious nodes. Moreover, the system employs a reputation system capable of stimulating best cooperation between the nodes. The regular nodes record incessantly to examine their corresponding nodes’ behaviours by using the belief system of Bayes-rules. On its comparison with existing schemes, it was revealed that the presented algorithm provides better identification of malicious nodes and attacks while delivering improved throughput and reduced false positive rate. Springer, Cham Arai, Kohei Bhatia, Rahul 2020 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/70885/1/Bayesian%20Signaling%20Game%20Based%20Efficient.pdf application/pdf en http://irep.iium.edu.my/70885/7/70885_Bayesian%20signaling%20game%20based%20efficient%20security%20model%20for%20MANETs_scopus.pdf Olanrewaju, Rashidah Funke and Khan, Burhan Ul Islam and Anwar, Farhat and Mir, Roohie Naaz and Yaacob, Mashkuri and Mehraj, Tehseen (2020) Bayesian signaling game based efficient security model for MANETs. In: 2019 Future of Information and Communication Conference (FICC), 14th-15th March 2019, San Francisco. https://link.springer.com/chapter/10.1007/978-3-030-12385-7_75 doi.org/10.1007/978-3-030-12385-7
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English English
topic	T10.5 Communication of technical information
spellingShingle	T10.5 Communication of technical information Olanrewaju, Rashidah Funke Khan, Burhan Ul Islam Anwar, Farhat Mir, Roohie Naaz Yaacob, Mashkuri Mehraj, Tehseen Bayesian signaling game based efficient security model for MANETs
description	Game Theory acts as a suitable tool offering promising solutions to security-related concerns in Mobile Ad Hoc Networks (i.e., MANETs). In MANETs, security forms a prominent concern as it includes nodes which are usually portable and require significant coordination between them. Further, the absence of physical organisation makes such networks susceptible to security breaches, hindering secure routing and execution among nodes. Game Theory approach has been manipulated in the current study to achieve an analytical view while addressing the security concerns in MANETs. This paper offers a Bayesian-Signaling game model capable of analysing the behaviour associated with regular as well as malicious nodes. In the proposed model, the utility of normal nodes has been increased while reducing the utility linked to malicious nodes. Moreover, the system employs a reputation system capable of stimulating best cooperation between the nodes. The regular nodes record incessantly to examine their corresponding nodes’ behaviours by using the belief system of Bayes-rules. On its comparison with existing schemes, it was revealed that the presented algorithm provides better identification of malicious nodes and attacks while delivering improved throughput and reduced false positive rate.
author2	Arai, Kohei
author_facet	Arai, Kohei Olanrewaju, Rashidah Funke Khan, Burhan Ul Islam Anwar, Farhat Mir, Roohie Naaz Yaacob, Mashkuri Mehraj, Tehseen
format	Conference or Workshop Item
author	Olanrewaju, Rashidah Funke Khan, Burhan Ul Islam Anwar, Farhat Mir, Roohie Naaz Yaacob, Mashkuri Mehraj, Tehseen
author_sort	Olanrewaju, Rashidah Funke
title	Bayesian signaling game based efficient security model for MANETs
title_short	Bayesian signaling game based efficient security model for MANETs
title_full	Bayesian signaling game based efficient security model for MANETs
title_fullStr	Bayesian signaling game based efficient security model for MANETs
title_full_unstemmed	Bayesian signaling game based efficient security model for MANETs
title_sort	bayesian signaling game based efficient security model for manets
publisher	Springer, Cham
publishDate	2020
url	http://irep.iium.edu.my/70885/ http://irep.iium.edu.my/70885/ http://irep.iium.edu.my/70885/ http://irep.iium.edu.my/70885/1/Bayesian%20Signaling%20Game%20Based%20Efficient.pdf http://irep.iium.edu.my/70885/7/70885_Bayesian%20signaling%20game%20based%20efficient%20security%20model%20for%20MANETs_scopus.pdf
first_indexed	2023-09-18T21:40:36Z
last_indexed	2023-09-18T21:40:36Z
_version_	1777413114540589056

Bayesian signaling game based efficient security model for MANETs

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