Abstract
In this paper, we present a mechanism for trust computation in VANET cloud. The presence of VANET cloud allows vehicles to store their past trust values of other vehicles. These values are utilized for fast trust computation by other vehicles. The mechanism takes into consideration the uncertainty and fuzziness associate with trust values by incorporating DST (Dempster Shafer Theory) and fuzzy analyzer. The change in trust value due to action of a vehicle is done through a reward & penalty scheme. This proposed mechanism optimizes the execution and computation of a batch of simulations, increasing the overall performance, in terms of simulation time and costs. Simulation results indicate the DST based fuzzy trust mechanism is able to manage the trust of vehicles efficiently in the VANET cloud environment.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Li, L., Song, J., Wang, F.-Y., Niehsen, W., Zheng, N.-N.: IVS 05: new developments and research trends for intelligent vehicles. IEEE Intell. Syst. 20, 10–14 (2005)
Boban, M., Vinhoza, T.T.V., Ferreira, M., Barros, J., Tonguz, O.K.: Impact of vehicles as obstacles in vehicular ad hoc networks. IEEE J. Sel. Areas Commun. 29(1), 15–28 (2011)
Khabazian, M., Aissa, S., Ali, M.M.: Performance modeling of safety messages broadcast in vehicular ad hoc networks. IEEE Trans. Intell. Trans. Syst. 14(1), 360–387 (2013)
Soni, S., Sharma, K., Chaurasia, B.K.: Trust based scheme for location finding in VANETs. In: Lakshminarayanan, V., Bhattacharya, I. (eds.) Advances in Optical Science and Engineering. SPP, vol. 166, pp. 425–432. Springer, New Delhi (2015). https://doi.org/10.1007/978-81-322-2367-2_53
Wei, Y.C., Chen, Y.M.: Adaptive decision making for improving trust establishment in VANET. In: 16th Asia-Pacific Network Operations and Management Symposium (APNOMS), pp. 1–4 (2014)
Cho, J.-H., Swami, A.: Towards trust-based cognitive networks: a survey of trust management for mobile ad hoc networks. In: Proceedings of the 14th International Command and Control Research and Technology Symposium, pp. 1–16 (2009)
Gerlach, M.: Trust for vehicular applications. In: Eighth International Symposium on Autonomous Decentralized Systems, pp. 295–304. IEEE Computer Society (2007)
Sharma, K., Chaurasia, B.K., Verma, S., Tomar, G.S.: Token based trust computation in VANET. Int. J. Grid Distrib. Comput. 9(5), 313–320 (2016)
Marmol, F.G., Perez, G.M.: TRIP, a trust and reputation infrastructure based proposal for vehicular ad hoc networks. J. Netw. Comput. Appl. 35, 934–941 (2012)
Benslimane, A., Barghi, S., Assi, C.: An efficient routing protocol for connecting vehicular networks to the internet. Pervasive Mob. Comput. 7(1), 98–113 (2011)
Gillam, L., et al. (eds.): Cloud Computing: Principles, Systems and Applications. Springer, London (2010). https://doi.org/10.1007/978-1-84996-241-4
Mershad, K., Artail, H.: Finding a STAR in a vehicular cloud. IEEE Intell. Transp. Syst. Mag. 23, 55–68 (2013)
Gerla, M.: Vehicular cloud computing. In: Proceedings of the 11th Annual Mediterranean Ad-Hoc Networking Workshop (Med-Hoc-Net), pp. 152–155 (2012)
Whaiduzzaman, M., Sookhak, M., Gani, A., Buyya, R.: A survey on vehicular cloud computing. J. Netw. Comput. Appl. 40, 325–344 (2014)
Mousannif, H., Khalil, I., Olariuc, S.: Cooperation as a service in VANET: implementation and simulation results. Mob. Inf. Syst. 8(2), 153–172 (2012)
Chen, B., Curtmola, R., Ateniese, G., Burns, R.: Remote data checking for network coding- based distributed storage systems. In: Proceedings of the 2010 ACM Workshop on Cloud Computing Security Workshop, pp. 31–42 (2010)
Chaurasia, B.K., Verma, S.: Secure pay while on move toll collection through VANET. Int. Comput. Stand. Interfaces 36(2), 403–411 (2014)
Song, S., Hwang, K., Zhou, R., Kwok, Y.-K.: Trusted P2P transactions with fuzzy reputation aggregation. IEEE Internet Comput. 9(6), 24–34 (2005)
Griffiths, N., Chao, K.-M., Younas, M.: Fuzzy trust for peer-to-peer systems. In: 26th IEEE International Conference on Distributed Computing Systems Workshops (ICDCS 2006), pp. 73–79 (2006)
Josang, A.: A logic for uncertain probabilities. Int. J. Uncertain. Fuzziness Knowl.-Based Syst. 9, 279–311 (2001)
Dempster, A.P.: A generalization of Bayesian inference. J. R. Stat. Soc. Ser. B 30, 205–247 (1968)
Shafer, G.: A Mathematical Theory of Evidence. Princeton University Press, Princeton (1976)
Chen, C., Zhang, J., Cohen, R., Ho, P.-H.: A trust-based message propagation and evaluation framework in VANETs. In: Proceedings of the International Conference on Information Technology Convergence and Services, pp. 1–8 (2010)
Hao, Y., Cheng, Yu.: A distributed key management framework with cooperative message authentication in VANETs. IEEE J. Sel. Areas Commun. 29(3), 616–629 (2011)
Rawatz, D.B., Bistax, B.B., Yan, G., Weigley, M.C.: Securing vehicular ad-hoc networks against malicious drivers: a probabilistic approach. In: International Conference on Complex, Intelligent and Software Intensive Systems, pp. 146–151 (2011)
Rivas, D.A., Zapata, M.G.: Chains of trust in vehicular networks: a secure points of interest dissemination strategy. J. Netw. Comput. Appl. 10(6), 1115–1133 (2012)
Olariu, S., Khalil, I., Abuelela, M.: Taking VANET to the clouds. Int. J. Pervasive Comput. Commun. 7(1), 7–21 (2011)
Hasan, R.: Cloud security. www.cs.jhu.edu/ragib
Denko, M.K., Sun, T., Woungang, I.: Trust management in ubiquitous computing: a Bayesian approach. Comput. Commun. 34(3), 398–406 (2011)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2019 Springer-Verlag GmbH Germany, part of Springer Nature
About this chapter
Cite this chapter
Chaurasia, B.K., Sharma, K. (2019). Trust Computation in VANET Cloud. In: Gavrilova, M., Tan, C. (eds) Transactions on Computational Science XXXIV. Lecture Notes in Computer Science(), vol 11820. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-59958-7_5
Download citation
DOI: https://doi.org/10.1007/978-3-662-59958-7_5
Published:
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-662-59957-0
Online ISBN: 978-3-662-59958-7
eBook Packages: Computer ScienceComputer Science (R0)