Application of a game theoretic approach in smart sensor data trustworthiness problems

Maraslis, K., Spyridopoulos, T., Oikonomou, G., Tryfonas, T. and Haghighi, M. (2015) Application of a game theoretic approach in smart sensor data trustworthiness problems. In: 30th IFIP TC 11 International Conference, SEC 2015, Hamburg, Germany, 26-28 May 2015., pp. 601-615 Available from: http://eprints.uwe.ac.uk/28314

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Publisher's URL: http://dx.doi.org/10.1007/978-3-319-18467-8_40

Abstract/Description

In this work we present an Intrusion Detection (ID) and an Intrusion Prevention (IP) model for Wireless Sensor Networks (WSNs). The attacker’s goal is to compromise the deployment by causing nodes to report faulty sensory information. The defender, who is the WSN’s operator, aims to detect the presence of faulty sensor measurements (ID) and to subsequently recover compromised nodes (IP). In order to address the conflicting interests involved, we adopt a Game Theoretic approach that takes into consideration the strategies of both players and we attempt to identify the presence of Nash Equilibria in the two games. The results are then verified in two simulation contexts: Firstly, we evaluate the model in a middleware-based WSN which uses clustering over a bespoke network stack. Subsequently, we test the model in a simulated IPv6-based sensor deployment. According to the findings, the results of both simulation models confirm the results of the theoretic one.

Item Type:Conference or Workshop Item (Paper)
Uncontrolled Keywords:game theory, smart sensors, data trustworthiness, wireless sensor networks
Faculty/Department:Faculty of Environment and Technology > Department of Computer Science and Creative Technologies
ID Code:28314
Deposited By: T. Spyridopoulos
Deposited On:16 Mar 2016 10:08
Last Modified:18 Mar 2016 17:06

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