Fuzzy Based Trust Evaluation Model for Enhancing Security in MANETs
Renu Popli1, Vikas Juneja2, Kanwal Garg3, D.V. Gupta4
1Renu Popli, Assistant Professor, Department of Computer Science & Engineering, JMIT, Radaur (Haryana), India.
2Vikas Juneja, Assistant Professor, Department of Computer Science & Engineering, JMIT, Radaur (Haryana), India.
3Kanwal Garg, Assistant Professor, Department of Computer Science And Application, Kurukshetra University Kurukshetra (Haryana), India.
4D.V. Gupta, Professor & Head, Department of Mathematics, College of Engineering Roorkee (COER), Roorkee (Uttarakhand), India.
Manuscript received on 18 June 2019 | Revised Manuscript received on 25 June 2019 | Manuscript published on 30 June 2019 | PP: 506-509 | Volume-8 Issue-5, June 2019 | Retrieval Number: E7004068519/19©BEIESP
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© The Authors. Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP). This is an open access article under the CC-BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)
Abstract: Due to decentralized, self organized and open nature of mobile ad-hoc networks, nodes are vulnerable to various kinds of attacks. The successful data transmission in such type of networks depends upon the cooperation among the nodes. The cooperation can be achieved using trust information of the nodes. In this paper, a fuzzy logic based trust model is proposed and implemented to mitigate the effects of vampire attack. A single vampire attack can significantly exhaust the resources of a network such as battery power etc. The performance of the proposed work is measured using three performance criterions such as precision, recall and communication overhead.
Keywords: Manets, EWMA, Vampire Attack, Fuzzy Logic, Trust.
Scope of the Article: Fuzzy Logic