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...
| Main Authors: | , , , , , |
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| Other Authors: | |
| Format: | Proceeding Paper |
| Language: | English English |
| Published: |
Springer, Cham
2020
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/70885/ http://irep.iium.edu.my/70885/13/70885_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 |
| _version_ | 1848787363402088448 |
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| author | Olanrewaju, Rashidah Funke Khan, Burhan Ul Islam Anwar, Farhat Mir, Roohie Naaz Yaacob, Mashkuri Mehraj, Tehseen |
| author2 | Arai, Kohei |
| author_facet | Arai, Kohei Olanrewaju, Rashidah Funke Khan, Burhan Ul Islam Anwar, Farhat Mir, Roohie Naaz Yaacob, Mashkuri Mehraj, Tehseen |
| author_sort | Olanrewaju, Rashidah Funke |
| building | IIUM Repository |
| collection | Online Access |
| 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. |
| first_indexed | 2025-11-14T17:23:44Z |
| format | Proceeding Paper |
| id | iium-70885 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-14T17:23:44Z |
| publishDate | 2020 |
| publisher | Springer, Cham |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-708852021-01-19T03:38:45Z 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 Proceeding Paper PeerReviewed application/pdf en http://irep.iium.edu.my/70885/13/70885_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 |
| 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 |
| title | 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_short | Bayesian signaling game based efficient security model for MANETs |
| title_sort | bayesian signaling game based efficient security model for manets |
| topic | T10.5 Communication of technical information |
| url | http://irep.iium.edu.my/70885/ http://irep.iium.edu.my/70885/ http://irep.iium.edu.my/70885/ http://irep.iium.edu.my/70885/13/70885_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 |