Abstract
In smart grid, privacy implications to individuals and their family is an important issue, due to the fine-grained usage data collection. Wireless communications are considered by many utility companies to obtain information. Network coding is exploited in smart grids, to enhance network performance in terms of throughput, delay, robustness, and energy consumption. However, Network Coding introduces new challenge for privacy preserving due to the encoding of packet in forwarder nodes. We propose a distributed privacy preserving scheme for network coding in smart grid, which considers the converged flows character of smart grid and exploits a homomorphic encryption function to decrease the complex in forwarder node. The message content of packet is encrypted and the tag of packet is encrypted by homomorphic encryption function. Then the forwarder node linear random codes the encrypted message contents and directly processes the tags cryptotext based on the homomorphism feature. It offers message content confidentiality privacy preserving feature, which can efficiently thwart traffic analysis. Extensive security analysis and performance evaluations demonstrate the validity and efficiency of the proposed scheme.
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References
Cohen, F.: The smarter grid. IEEE Secur. Priv. 8(1), 60–63 (2010)
Marihart, D.: Communications technology guidelines for EMS/SCADA systems. IEEE Trans. Power Deliv. 16(4) (2001)
Deconinck, G.: An evaluation of two-way communication means for advanced metering in flanders (Belgium). In: IEEE IIMTC, pp. 1–6 (2008)
Gao, Q., Yu, J., Chong, P., So, P., Gunawan, E.: Solutions for the silent node problemin an automaticmeter reading system using powerline communications. IEEE Trans. Power Deliv. 23, 150–156 (2008)
Sivaneasan, B., Gunawan, E., So, P.: Modeling and performance analysis of automatic meter-reading systems using PLC under impulsive noise interference. IEEE Trans. Power Deliv. 25, 1465–1475 (2010)
Galli, S., Scaglione, A., Wang, Z.: For the grid and through the grid: the role of power line communications in the smart grid. In: IEEE, vol. 99, pp. 998–1027 (2011)
Gungor, V., Lu, B., Hancke, G.: Opportunities and challenges of wireless sensor networks in smart grid. IEEE Trans. Ind. Electron. 57, 3557–3564 (2010)
Souryal, M., Gentile, C., Griffith, D., Cypher, D., Golmie, N.: A methodology to evaluate wireless technologies for the smart grid. In: IEEE Smart Grid Communication, pp. 356–361 (2010)
Nicanfar, H., TalebiFard, P., Alasaad, A., Leung, V.C.: Privacy-preserving scheme in smart grid communication using enhanced network coding. In: ICC, pp. 2022–2026 (2013)
Nicanfar, H., TalebiFard, P., Alasaad, A., Leung, V.C.: Enhanced network coding to maintain privacy in smart grid communication. IEEE Trans. Emerg. Top. Comput. 1(2), 286–296 (2013)
Karthick, M., Sivalingam, K.M.: Network coding meets TCP. In: IEEE ANTS, pp. 1–6 (2013)
Phulpin, Y., Barros, J., Lucani, D.: Network coding in smart grids. In: IEEE Smart Grid Communication, pp. 1–6 (2011)
Rajalingham, G., Ho, Q.D., Le-Ngoc., T.: Random linear network coding for converge-cast smart grid wireless networks. In: IEEE, pp. 208–212 (2014)
Prior, R., Lucani, D.E., Phulpin, Y., Nistor, M., Barros, J.: Network coding protocols for smart grid communications. IEEE Trans. Smart Grid 5(3), 1523–1531 (2014)
McDaniel, P., McLaughlin, S.: Security and privacy challenges in the smart grid. IEEE Secur. Priv. 7(8), 75–77 (2009)
Efthymiou, C., Kalogridis, G.: Smart grid privacy via anonymization of smart metering data. In: IEEE Smart Grid Communication, pp. 1–6 (2010)
Richardson, I., Thomson, A., Infield, D., Clifford, C.: Domestic electricity use: a high-resolution energy demand model. Energ. Build. 42, 1878–1887 (2010)
Chen, L., Lu, R., Cao, Z., AlHarbi, K., Lin., X.: Mudamultifunctional data aggregation in privacy-preserving smart grid communications. Peer-to-Peer Netw. Appl. online (2014)
Won, J., Ma, C.Y.T., Yau, D.K.Y., Rao, N.: Proactive fault-tolerant aggregation protocol for privacy-assured smart metering. In: Infocom, pp. 2804–2812 (2014)
Zhao, J., Jung, T., Wang, Y., Li., X.Y.: Achieving differential privacy of data disclosure in the smart grid. In: Infocom, pp. 504–512 (2014)
Yang, L., Chen, X., Zhang, J., Poor, H.V.: Optimal privacy-preserving energy management for smart meters. In: Infocom, pp. 513–521 (2014)
Zeng, W., Lin, Y., He, S., Yu, J.: Data aggregation based on the privacy-preserving element in wireless sensor networks. J. Commun. 33(10), 16–25 (2012)
Zeng, W., Lin, Y., Wang, L., He, S.: Privacy-preserving data aggregation scheme based on the p-function set in wireless sensor networks. Ad hoc Sens. Netw. 21(1–2), 21–58 (2014)
Fan, Y., Jiang, Y., Zhu, H., Shen, X.S.: An efficient privacy-preserving scheme against traffic analysis attacks in network coding. In: Infocom, pp. 2213–2221 (2009)
Fan, Y., Jiang, Y., Zhu, H., Shen, X.S.: Network coding based privacy preservation against traffic analysis in multi-hop wireless networks. IEEE Trans. Wirel. Commun. 10(3), 834–843 (2011)
Feizi, S., Lucani, D.E., Mdard, M.: Tunable sparse network coding. In: International Zurich Seminar on Communications (IZS) (2012)
Boneh, D., Goh, E., Nissim, K.: Evaluating 2-DNF formulas on ciphertexts. Theory Cryptogr. 3378, 325–341 (2005)
Menezes, A., Oorschot, P., Vanstone, S.: Handbook of Applied Cryptography. CRC Press, Boca Raton (1996)
Dolev, D., Yao, A.: On the security of public key protocols. IEEE Trans. Inf. Theory 29(2), 198–208 (1983)
Acknowledgments
This work was supported by National Natural Science Foundation of China (61303045, 61572184, Key Program 71331001, 71420107027), the Prospective Research Project on Future Networks (Jiangsu Future Networks Innovation Institute) under Grant No. BY2013095-4-06.
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He, S., Zeng, W., Xie, K. (2015). Privacy Preserving for Network Coding in Smart Grid. In: Wang, G., Zomaya, A., Martinez, G., Li, K. (eds) Algorithms and Architectures for Parallel Processing. ICA3PP 2015. Lecture Notes in Computer Science(), vol 9530. Springer, Cham. https://doi.org/10.1007/978-3-319-27137-8_46
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DOI: https://doi.org/10.1007/978-3-319-27137-8_46
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