Abstract
In this paper, we indicate the increasing interests in providing network security and privacy in Smart Grids, and propose a novel usage data aggregation scheme. The proposed scheme combines multiple cryptosystems to achieve anonymity and multidimensional data aggregation without a trusted third party. In our approach, smart meters transmit usage reports through hop-by-hop communication. If the communication is delayed or fails at one hop, it is possible to reroute the traffic through another hop. Therefore, the robustness of grid communication networks is improved. Additionally, an aggregation tree is constructed in order to optimize the aggregation time. Finally, smart meters utilize a highly efficient hash-based message authentication code to ensure data integrity and identity authentication. Although some existing approaches can achieve similar security features, our scheme has lower computational cost according to performance analysis and experiments.
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References
Iyer, S.: Cyber security for smart grid, cryptography, privacy. Int. J. Digit. Multimedia Broadcast. 2011, 1–8 (2011)
Fan, Z., Kalogridis, G., Efthymiou, C., Sooriyabandara, M., Serizawa, M., McGeehan, J.: The new frontier of communications research: smart grid and smart metering. In: First International Conference on Energy-Efficient Computing and Networking, Passau, Germany, 13–15 April, pp. 115–118. ACM (2010)
Babizrz, J., Chan, K., Baker, F.: Configuration Guidelines for DiffServ Service Classes. IETF RFC 4594, August 2006. http://www.ietf.org/rfc/rfc4594.txt
Rongxing, L., Liang, X., Li, X.L., Shen, X.: Eppa: an efficient and privacy-preserving aggregation scheme for secure smart grid communications. IEEE Trans. Parallel Distrib. Syst. 23(9), 1621–1631 (2012). IEEE
Paillier, P.: Public-key cryptosystems based on composite degree residuosity classes. In: Stern, J. (ed.) EUROCRYPT 1999. LNCS, vol. 1592, pp. 223–228. Springer, Heidelberg (1999)
Chia-Mu, Y., Chen, C.-Y., Kuo, S.-Y., Chao, H.-C.: Privacy-preserving power request in smart grid networks. IEEE Syst. J. 8(2), 441–449 (2014). IEEE
Liu, X., Zhang, Y., Wang, B., Wang, H.: An anonymous data aggregation scheme for smart grid systems. Secur. Commun. Netw. 7(3), 602–610 (2014). John Wiley & Sons
Zhang, J., Liu, L., Cui, Y., Chen, Z.: SP 2 DAS: self-certified PKC-based privacy-preserving data aggregation scheme in smart grid. Int. J. Distrib. Sens. Netw. 2013, 1–11 (2013). Hindawi
Sui, Z., Alyousef, A., de Meer, H.: IAA: incentive-based anonymous authentication scheme in smart grids. In: Tiropanis, T., Vakali, A., Sartori, L., Burnap, P. (eds.) Internet Science. LNCS, vol. 9089, pp. 133–144. Springer, Heidelberg (2015)
Li, F., Luo, B.: Preserving data integrity for smart grid data aggregation. In: Third International Conference on Smart Grid Communications (SmartGridComm), Tainan, China, 5–8 November, pp. 366–371. IEEE (2012)
Li, F., Luo, B., Liu, P.: Secure information aggregation for smart grids using homomorphic encryption, in First IEEE International Conference on Smart Grid Communications (SmartGridComm), Gaithersburg, USA, 4–6 October, pp. 327–332. IEEE (2010)
Stamm, S., Sheppard, N.P., Safavi-Naini, R.: Implementing trusted terminals with a, SITDRM. Electr. Not. Theoret. Comput. Sci. 197(1), 73–85 (2008). Elsevier
Diffie, W., Hellman, M.E.: New directions in cryptography. IEEE Trans. Inf. Theory 22(6), 644–654 (1976). IEEE
Krawczyk, H., Canetti, R., Bellare, M.: HMAC: keyed-hashing for message authentication. Network Working Group (1997)
Mykletun, E., Girao, J., Westhoff, D.: Public key based cryptoschemes for data concealment in wireless sensor networks. In: IEEE International Conference on Communications, Istanbul, 11–15 June, vol. 5, pp. 2288–2295. IEEE (2006)
Schnorr, C.-P.: Efficient signature generation by smart cards. J. Cryptol. 4(3), 161–174 (1991)
Lynn, B.: PBC library. http://crypto.stanford.edu/pbc/. last accessed January 2015
Multiprecision integer and rational arithmetic c/c++ library. http://www.shamus.ie/. last accessed January 2015
Gungor, V.C., Sahin, D., Kocak, T., Ergut, S., Buccella, C., Cecati, C., Hancke, G.P.: Smart grid technologies: communication technologies and standards. IEEE Trans. Industr. Inf. 7(4), 529–539 (2011)
Acknowledgments
The research leading to these results was supported by the European Commission’s Project No. 608090, HyRiM (Hybrid Risk Management for Utility Networks) under the 7th Framework Programme (FP7-SEC-2013-1). The first author of this work is supported by the Chinese Scholarship Council.
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Sui, Z., Niedermeier, M., de Meer, H. (2016). RESA: A Robust and Efficient Secure Aggregation Scheme in Smart Grids. In: Rome, E., Theocharidou, M., Wolthusen, S. (eds) Critical Information Infrastructures Security. CRITIS 2015. Lecture Notes in Computer Science(), vol 9578. Springer, Cham. https://doi.org/10.1007/978-3-319-33331-1_14
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DOI: https://doi.org/10.1007/978-3-319-33331-1_14
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