Affiliations: [a] Department of Computer Science and Engineering, Shivaji University, Kolhapur, Maharashtra, India | [b] Department of Computer Science and Engineering, Bharati Vidyapeeth’s College of Engineering, Kolhapur, Maharashtra, India
Correspondence:
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Corresponding author: Grantej Vinod Otari, Department of Computer Science and Engineering, Shivaji University, K.I.T.’s College of Engineering, GokulShirgaon, Kolhapur, Maharashtra, 416234, India. Tel.: +91 9922401619/+91 9834661522; E-mail: [email protected].
Abstract: Mobile Grid network connects large number of mobile devices like smartphones, tablets, PDAs, wireless digital medical equipment’s etc for the purpose of sharing their resources and performing the task collaboratively and cooperatively. The mobile nodes participating in the mobile grid are autonomous and open in nature making them more vulnerable to data and control attacks made by malicious or selfish nodes. Preventing these malicious or selfish nodes and identifying the trusted nodes to participate in the network is an NP-hard problem. To recognize trusted nodes in the mobile grid system a novel trust management model is proposed in this paper by applying an elitist multi objective optimization algorithm Non-dominated Sorting Genetic Algorithm-II (NSGA-II). The proposed trust management model assesses the trust index of each mobile node in the network using various evaluation factors or attributes and then obtains the non-dominated set of trusted nodes in each front. Comparative analysis of the proposed trust model shows that the proposed model can be a potential candidate for implementing trust management in mobile grid network.
Keywords: NSGA-II, trust management, mobile grid system
