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International Conference on Ubiquitous Communications and Network Computing

UBICNET 2019: Ubiquitous Communications and Network Computing pp 173–187Cite as

NB-FTBM Model for Entity Trust Evaluation in Vehicular Ad Hoc Network Security

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Abstract

Vehicular Ad hoc network (VANET) is developed for exchanging valuable information among vehicles. Therefore they need to ensure the reliability of the vehicle which is sending data. Trustworthiness could be achieved based on two methods. The first method is creating entity trust and the second one is data trust. This research focuses on evaluating the trustworthiness of the sender entity (vehicle). This paper proposes NB-FTBM: Naive Bayesian Fuzzy Trust Boundary Model to find entity trust. NB-FTBM contains two modules namely Entity Identification (E-ID) and Entity Reputation (E-RP). The proposed model quickly identifies the entity identification score and entity reputation score of an entity. These scores fall under the trust boundary line. Based on this boundary level the entity is allowed to take the necessary decision for the information received. The main advantage of this approach is it takes the benefit of Naive Bayesian classifier along with fuzzy logic. The proposed trust model evaluates the trustworthiness of the metrics accurately.

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References

  1. Sharef, B.T., Alsaqour, R.A., Ismail, M.: Vehicular communication ad hoc routing protocols: a survey. J. Netw. Comput. Appl. 40, 363–396 (2014)

    Article  Google Scholar 

  2. Mehdi, M.M., Raza, I., Hussain, S.A.: A game theory based trust model for vehicular ad hoc networks (VANETs). J. Comput. Netw. 121, 152–172 (2017)

    Article  Google Scholar 

  3. Seuwou, P., Patel, D., Ubakanma, G.: Vehicular ad hoc network applications and security: a study into the economic and the legal implications. Int. J. Electr. Secur. Digit. Forensics 6(2), 115–129 (2014)

    Article  Google Scholar 

  4. Hubaux, J.P., Capkun, S.: The security and privacy of smart vehicles. IEEE Secur. Priv. Mag. 2(3), 49–55 (2004)

    Article  Google Scholar 

  5. Sumra, I.A., Hasbullah, H.B.: Trust levels of vehicular ad hoc network (VANET). Int. J. Inf. Technol. Electr. Eng. 3(5) (2014). ISSN: 2306–708X

    Google Scholar 

  6. Gerlach, M., Fokus, F.: Trust for vehicular applications. In: Proceedings of the 8th International Symposium on Autonomous Decentralized Systems, pp. 295–304 (2007)

    Google Scholar 

  7. Khainar, V.D., Kotecha, K.: Performance of vehicle-to-vehicle communication using IEEE 802.11p in vehicular ad hoc network environment. Int. J. Netw. Secur. Appl. 5(2), 143–170 (2013)

    Google Scholar 

  8. Sharmaa, V., Srinivasan, K., Chaoc, H.-C., Huag, K.-L., Cheng, W.-H.: Intelligent deployment of UAVs in 5G heterogeneous communication environment for improved coverage. J. Netw. Comput. Appl. 85, 94–105 (2017)

    Article  Google Scholar 

  9. Pham, T.N.D., Yeo, C.K.: Adaptive trust and privacy management framework for vehicular networks. Veh. Commun. 13, 1–12 (2018)

    Google Scholar 

  10. Karagiannis, D., Argyriou, A.: Jamming attack detection in a pair of RF communicating vehicles using unsupervised machine learning. Veh. Commun. 13, 56–63 (2018)

    Google Scholar 

  11. Jalalia, M., Aghaee, N.G.: A fuzzy reputation system in vehicular ad hoc networks. Procedia Comput. Sci. 5, 951–956 (2011)

    Article  Google Scholar 

  12. Regan, K., Poupart, P., Cohen, R.: Bayesian reputation modeling in e-marketing places sensitive to subjective, deception and change. In: Proceedings in the 21st Conference. Artificial Intelligence, pp. 1206–1212 (2006)

    Google Scholar 

  13. Li, X., Liu, J., Li, X.: RGTE: a reputation based global trust establishment in VANETs. In: IEEE 5th International Conference (2013)

    Google Scholar 

  14. Ma, S., Wolfson, O., Lin, J.: A survey on trust management for intelligent transportation system. In: IWCTS’, November 2011

    Google Scholar 

  15. Raya, M., Papadimitrator, P., Gligor, V., Hubaux, J.: On data-centric trust establishment in ephemeral Adhoc networks. In: IEEE INFOCOM 2008-The 27th Conference on Computer Communications, April 2008

    Google Scholar 

  16. Huynh, T., Jennings, N., Shabalt, N.: An integrated trust and reputation model for open multiagent systems. Auton. Agent. Multiagent Syst. 13, 119–154 (2006)

    Article  Google Scholar 

  17. Minhas, U.F., Zhang, J., Trans, T., Cohen, R.: Towards expanded trust management for agents in vehicular ad hoc networks. Int. J. Comput. Intell. Theor. Pract. (IJCITP) 5(1), 3–15 (2010)

    Google Scholar 

  18. Chen, C., Zhang, J., Cohen, R., Ho, P.H.: A trust-based message propagation and evaluation framework in VANETs. In: Proceedings of International Conference on Information Technology Convergence and Services (2010)

    Google Scholar 

  19. Li, F., Wang, Y.: Routing in vehicular ad hoc networks: a survey. IEEE Veh. Technol. Mag. 2(2), 12–22 (2007)

    Article  Google Scholar 

  20. Raya, M., Hubaux, J.-P.: Securing vehicular ad hoc networks. J. Comput. Secur. 15(1), 39–68 (2007)

    Article  Google Scholar 

  21. Boukerche, A., Xu, L., El-Khatib, K.: Trust-based security for wireless ad hoc and sensor networks. Comput. Commun. 30(11–12), 2413–2427 (2007)

    Article  Google Scholar 

  22. Nassar, L., Karray, F., Kamel, M.S.: VANET IR-CAS for commercial SA: information retrieval context-aware system for VANET commercial service announcement. Int. J. Intell. Transp. Syst. 13(1), 37–49 (2015)

    Google Scholar 

  23. Wang, S., Yao, N.: LIAP: a local identity-based anonymous message authentication protocol in VANETs. Comput. Commun. 112, 154–164 (2017)

    Article  Google Scholar 

  24. Shaikh, R.A.: Fuzzy risk-based decision method for vehicular ad hoc networks. Int. J. Adv. Comput. Sci. Appl. 7(9), 54–62 (2016)

    Google Scholar 

  25. Liu, Z., Ma, J., Jiang, Z., et al.: LSOT: a lightweight self-organized trust model in VANETs. J. Mob. Inf. Syst. 2016, 1–15 (2016). Article id 7628231

    Google Scholar 

  26. Harika, E., Satyananda Reddy, C.: A trust management scheme for securing transport networks. Int. J. Comput. Appl. 180(8), 38–42 (2017)

    Google Scholar 

  27. Chen, Y.M., Wei, Y.C.: A beacon-based trust management system for enhancing user-centric location privacy in VANETs. J. Commun. Netw. 15(2), 153–163 (2013)

    Article  Google Scholar 

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Authors and Affiliations

  1. Department of Information Technology, Bharathiar University, Coimbatore, India

    S. Sumithra & R. Vadivel

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  1. S. Sumithra
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  2. R. Vadivel
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Correspondence to S. Sumithra .

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Editors and Affiliations

  1. Amrita University, Bangalore, Karnataka, India

    Navin Kumar

  2. Delft University of Technology, Delft, The Netherlands

    R. Venkatesha Prasad

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© 2019 ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

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Sumithra, S., Vadivel, R. (2019). NB-FTBM Model for Entity Trust Evaluation in Vehicular Ad Hoc Network Security. In: Kumar, N., Venkatesha Prasad, R. (eds) Ubiquitous Communications and Network Computing. UBICNET 2019. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 276. Springer, Cham. https://doi.org/10.1007/978-3-030-20615-4_13

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  • DOI: https://doi.org/10.1007/978-3-030-20615-4_13

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-20614-7

  • Online ISBN: 978-3-030-20615-4

  • eBook Packages: Computer ScienceComputer Science (R0)

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