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Blockchain-Based Privacy Preserving Trust Management Model in VANET

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Advanced Data Mining and Applications (ADMA 2020)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 12447))

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Abstract

With the development of the intelligent traffic system (ITS), vehicular ad hoc network (VANET) has been widely used as an important part of ITS. Location based service (LBS) is such a significant application of VANET. But how to protect vehicles’ data and privacy security has not been well solved. We propose a trust management model based on blockchain. In our scheme, we use blockchain to realize the data security of vehicles, and we give a trust management algorithm to construct anonymous cloaking region to protect the privacy security. We use various datasets to simulate the model. And the experimental results show that our model can resist most common trust attacks and greatly reduce the possibility of vehicle privacy disclosure.

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References

  1. Zhang, K., Ni, J., Yang, K., Liang, X., Ren, J., Shen, X.S.: Security and privacy in smart city applications: Challenges and solutions. IEEE Commun. Mag. 55(1), 122–129 (2017)

    Article  Google Scholar 

  2. Mahmoud, M.E., Shen, X.: An integrated stimulation and punishment mechanism for thwarting packet dropping attack in multihop wireless networks. IEEE Trans. Veh. Technol. 60(8), 3947–3962 (2011)

    Article  Google Scholar 

  3. Lai, C., Zhang, K., Cheng, N., Li, H., Shen, X.: SIRC: a secure incentive scheme for reliable cooperative downloading in highway VANETs. IEEE Trans. Intell. Transp. Syst. 18(6), 1559–1574 (2016)

    Google Scholar 

  4. Singh, M., Kim, S.: Blockchain based intelligent vehicle data sharing framework. arXiv preprint arXiv:1708.09721 (2017)

  5. Chow, C.-Y., Mokbel, M.F., Liu, X.: A peer-to-peer spatial cloaking algorithm for anonymous location-based service. In: Proceedings of 14th Annual ACM International Symposium Advance Geographic Information System, pp. 171–178 (2006)

    Google Scholar 

  6. Ghaffari, M., Ghadiri, N., Manshaei, M.H., Lahijani, M.S.: P4QS: a peer-to-peer privacy preserving query service for location-based mobile applications. IEEE Trans. Veh. Technol. 66(10), 9458–9469 (2017)

    Article  Google Scholar 

  7. Luo, B., Li, X., Weng, J., et al.: Blockchain enabled trust-based location privacy protection scheme in VANET. IEEE Trans. Veh. Technol. 69(2), 2034–2048 (2020)

    Article  Google Scholar 

  8. Raya, M., Papadimitratos, P., Gligor, V.D., Hubaux, J.-P.: On data-centric trust establishment in ephemeral ad hoc networks. Paper presented at the IEEE INFOCOM 2008-The 27th Conference on Computer Communications (2008)

    Google Scholar 

  9. Li, Z., Chigan, C.T.: On joint privacy and reputation assurance for vehicular ad hoc networks. IEEE Trans. Mob. Comput. 13(10), 2334–2344 (2014)

    Article  Google Scholar 

  10. Lei, A., Cruickshank, H., Cao, Y., Asuquo, P., Ogah, C.P.A., Sun, Z.: Blockchain-based dynamic key management for heterogeneous intelligent transportation systems. IEEE Internet Things J. 4(6), 1832–1843 (2017)

    Article  Google Scholar 

  11. Yang, Z., Yang, K., Lei, L., Zheng, K., Leung, V.C.: Blockchain-based decentralized trust management in vehicular networks. IEEE Internet Things J. 6(2), 1495–1505 (2018)

    Article  Google Scholar 

  12. Wang, E.K., Liang, Z., Chen, C., et al.: PoRX: a reputation incentive scheme for blockchain consensus of IIoT. Future Gener. Comput. Syst. 102, 140–151 (2020)

    Article  Google Scholar 

  13. Nakamoto, S., Bitcoin, A.: A peer-to-peer electronic cash system. Bitcoin (2008). https://bitcoin.org/bitcoin.pdf

  14. Yang, Z., Zheng, K., Yang, K., Leung, V.C.: A blockchain-based reputation system for data credibility assessment in vehicular networks. Paper presented at the 2017 IEEE 28th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC) (2017)

    Google Scholar 

  15. Daian, P., Pass, R., Shi, E.: Snow White: robustly reconfigurable consensus and applications to provably secure proof of stake. In: Goldberg, I., Moore, T. (eds.) FC 2019. LNCS, vol. 11598, pp. 23–41. Springer, Cham (2019). https://doi.org/10.1007/978-3-030-32101-7_2

    Chapter  Google Scholar 

  16. Yin, M., Malkhi, D., Reiter, M.K., Gueta, G.G., Abraham, I.: HotStuff: BFT consensus in the lens of blockchain. arXiv preprint arXiv:1803.05069 (2018)

  17. Belotti, M., Božić, N., Pujolle, G.: A vademecum on blockchain technologies: when, which, and how. IEEE Commun. Surv. Tutor. 21(4), 3796–3838 (2019)

    Article  Google Scholar 

  18. Zivic, N., Ruland, C., Ur-Rehman, O.: Addressing Byzantine fault tolerance in blockchain technology. Paper presented at the 2019 8th International Conference on Modeling Simulation and Applied Optimization (ICMSAO) (2019)

    Google Scholar 

  19. Xhafa, F., Barolli, L., Amato, F.: Advances on P2P, Parallel, Grid, Cloud and Internet Computing: Proceedings of the 11th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC–2016) November 5–7, 2016, Soonchunhyang University, Asian, Korea, vol. 1. Springer, Heidelberg (2016). https://doi.org/10.1007/978-3-319-49109-7

    Book  Google Scholar 

  20. Cai, C., Yuan, X., Wang, C.: Towards trustworthy and private keyword search in encrypted decentralized storage. Paper presented at the 2017 IEEE International Conference on Communications (ICC) (2017)

    Google Scholar 

  21. Cai, C., Yuan, X., Wang, C.: Hardening distributed and encrypted keyword search via blockchain. Paper presented at the 2017 IEEE Symposium on Privacy-Aware Computing (PAC) (2017)

    Google Scholar 

  22. Ni, L.M., et al.: Smart City Research Group, Department of Computer Science and Engineering, The Hong Kong University of Science and Technology. https://www.cse.ust.hk/scrg/

  23. Zhaojun, L., Wenchao, L., Qian, W., et al.: A privacy-preserving trust model based on blockchain for VANETs. IEEE Access 6, 45655–45664 (2018)

    Article  Google Scholar 

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Acknowledgement

This work was supported partly by National Natural Science Foundation of China (61728204), Key Laboratory of Safety-Critical Software Ministry of Industry and Information Technolog (NJ2018014), Fundamental Research Funds for the Central Universities (NS2019001, NS2018057), Ford Motor URP Funding, Guangzhou Science and Technology Program (202002030246).

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Correspondence to Ruochen Liang .

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Liang, R., Li, B., Song, X. (2020). Blockchain-Based Privacy Preserving Trust Management Model in VANET. In: Yang, X., Wang, CD., Islam, M.S., Zhang, Z. (eds) Advanced Data Mining and Applications. ADMA 2020. Lecture Notes in Computer Science(), vol 12447. Springer, Cham. https://doi.org/10.1007/978-3-030-65390-3_36

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  • DOI: https://doi.org/10.1007/978-3-030-65390-3_36

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-65389-7

  • Online ISBN: 978-3-030-65390-3

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