Application of a Game Theoretic Approach in Smart Sensor Data Trustworthiness Problems

Konstantinos Maraslis; Theodoros Spyridopoulos; George Oikonomou; Theo Tryfonas; Mo Haghighi

doi:10.1007/978-3-319-18467-8_40

Application of a Game Theoretic Approach in Smart Sensor Data Trustworthiness Problems

Konstantinos Maraslis
, Theodoros Spyridopoulos
, George Oikonomou
, Theo Tryfonas
, Mo Haghighi

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

5 Citations (Scopus)

Abstract

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.

Original language	English
Title of host publication	ICT Systems Security and Privacy Protection
Subtitle of host publication	30th IFIP TC 11 International Conference, SEC 2015, Hamburg, Germany, May 26-28, 2015, Proceedings
Place of Publication	Hamburg
Publisher	Springer International Publishing AG
Pages	601-615
Number of pages	15
Volume	455
ISBN (Electronic)	978-3-319-18467-8
ISBN (Print)	978-3-319-18466-1
DOIs	https://doi.org/10.1007/978-3-319-18467-8_40
Publication status	Published - 9 May 2015
Event	IFIP SEC 2015 International Conference on ICT Systems Security and Privacy Protection - Hamburg, Germany Duration: 26 May 2015 → 28 May 2015

Publication series

Name	IFIP Advances in Information and Communication Technology
ISSN (Print)	1868-4238

Conference

Conference	IFIP SEC 2015 International Conference on ICT Systems Security and Privacy Protection
Country/Territory	Germany
City	Hamburg
Period	26/05/15 → 28/05/15

Keywords

Wireless Sensor Networks
Game Theory
Sensomax
Contiki Operating System
Trustworthiness

Access to Document

10.1007/978-3-319-18467-8_40

http://link.springer.com/chapter/10.1007/978-3-319-18467-8_40

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Persistent link

5 Citations
1 Conference Contribution (Conference Proceeding)

Managing Cyber Security Risks in Industrial Control Systems with Game Theory and Viable System Modelling
Spyridopoulos, T., Maraslis, K., Tryfonas, T., Oikonomou, G. & Li, S., 2014, IEEE 9th International Conference on System of Systems Engineering (SoSE), 2014. Institute of Electrical and Electronics Engineers (IEEE), p. 266-271 6 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)
9 Citations (Scopus)

1 Finished

RERUM
Oikonomou, G. (Researcher), Papadopoulos, G. (Researcher), Wojcik, M. (Researcher) & Tryfonas, T. (Principal Investigator)
1/09/13 → 31/08/16
Project: Research

Cite this

Maraslis, K., Spyridopoulos, T., Oikonomou, G., Tryfonas, T., & Haghighi, M. (2015). Application of a Game Theoretic Approach in Smart Sensor Data Trustworthiness Problems. In ICT Systems Security and Privacy Protection: 30th IFIP TC 11 International Conference, SEC 2015, Hamburg, Germany, May 26-28, 2015, Proceedings (Vol. 455, pp. 601-615). (IFIP Advances in Information and Communication Technology). Springer International Publishing AG. https://doi.org/10.1007/978-3-319-18467-8_40

Maraslis, Konstantinos ; Spyridopoulos, Theodoros ; Oikonomou, George et al. / Application of a Game Theoretic Approach in Smart Sensor Data Trustworthiness Problems. ICT Systems Security and Privacy Protection: 30th IFIP TC 11 International Conference, SEC 2015, Hamburg, Germany, May 26-28, 2015, Proceedings. Vol. 455 Hamburg : Springer International Publishing AG, 2015. pp. 601-615 (IFIP Advances in Information and Communication Technology).

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title = "Application of a Game Theoretic Approach in Smart Sensor Data Trustworthiness Problems",

abstract = "In this work we present an Intrusion Detection (ID) and an Intrusion Prevention (IP) model for Wireless Sensor Networks (WSNs). The attacker{\textquoteright}s goal is to compromise the deployment by causing nodes to report faulty sensory information. The defender, who is the WSN{\textquoteright}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.",

keywords = "Wireless Sensor Networks, Game Theory, Sensomax, Contiki Operating System, Trustworthiness",

author = "Konstantinos Maraslis and Theodoros Spyridopoulos and George Oikonomou and Theo Tryfonas and Mo Haghighi",

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Maraslis, K, Spyridopoulos, T, Oikonomou, G , Tryfonas, T & Haghighi, M 2015, Application of a Game Theoretic Approach in Smart Sensor Data Trustworthiness Problems. in ICT Systems Security and Privacy Protection: 30th IFIP TC 11 International Conference, SEC 2015, Hamburg, Germany, May 26-28, 2015, Proceedings. vol. 455, IFIP Advances in Information and Communication Technology, Springer International Publishing AG, Hamburg, pp. 601-615, IFIP SEC 2015 International Conference on ICT Systems Security and Privacy Protection, Hamburg, Germany, 26/05/15. https://doi.org/10.1007/978-3-319-18467-8_40

Application of a Game Theoretic Approach in Smart Sensor Data Trustworthiness Problems. / Maraslis, Konstantinos; Spyridopoulos, Theodoros; Oikonomou, George et al.
ICT Systems Security and Privacy Protection: 30th IFIP TC 11 International Conference, SEC 2015, Hamburg, Germany, May 26-28, 2015, Proceedings. Vol. 455 Hamburg: Springer International Publishing AG, 2015. p. 601-615 (IFIP Advances in Information and Communication Technology).

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

TY - GEN

T1 - Application of a Game Theoretic Approach in Smart Sensor Data Trustworthiness Problems

AU - Maraslis, Konstantinos

AU - Spyridopoulos, Theodoros

AU - Oikonomou, George

AU - Tryfonas, Theo

AU - Haghighi, Mo

PY - 2015/5/9

Y1 - 2015/5/9

N2 - 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.

AB - 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.

KW - Wireless Sensor Networks

KW - Game Theory

KW - Sensomax

KW - Contiki Operating System

KW - Trustworthiness

U2 - 10.1007/978-3-319-18467-8_40

DO - 10.1007/978-3-319-18467-8_40

M3 - Conference Contribution (Conference Proceeding)

SN - 978-3-319-18466-1

VL - 455

T3 - IFIP Advances in Information and Communication Technology

SP - 601

EP - 615

BT - ICT Systems Security and Privacy Protection

PB - Springer International Publishing AG

CY - Hamburg

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Y2 - 26 May 2015 through 28 May 2015

ER -

Maraslis K, Spyridopoulos T, Oikonomou G , Tryfonas T, Haghighi M. Application of a Game Theoretic Approach in Smart Sensor Data Trustworthiness Problems. In ICT Systems Security and Privacy Protection: 30th IFIP TC 11 International Conference, SEC 2015, Hamburg, Germany, May 26-28, 2015, Proceedings. Vol. 455. Hamburg: Springer International Publishing AG. 2015. p. 601-615. (IFIP Advances in Information and Communication Technology). doi: 10.1007/978-3-319-18467-8_40

Application of a Game Theoretic Approach in Smart Sensor Data Trustworthiness Problems

Abstract

Publication series

Conference

Keywords

Access to Document

Handle.net

Fingerprint

Research output

Managing Cyber Security Risks in Industrial Control Systems with Game Theory and Viable System Modelling

Projects

RERUM

Cite this