Skip to main content

2018 | OriginalPaper | Buchkapitel

A New Multidimensional and Fault-Tolerable Data Aggregation Scheme for Privacy-Preserving Smart Grid Communications

verfasst von : Bofeng Pan, Peng Zeng, Kim-Kwang Raymond Choo

Erschienen in: International Conference on Applications and Techniques in Cyber Security and Intelligence

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Smart grids are considered as the next generation power grids instead of the traditional power grids. Smart grids provide more efficient power management, more accurate electricity distribution and more reasonable billing statistics. With the deployment of smart grids, security and privacy issues have aroused more and more concern. In this paper, we propose a new privacy-preserving data aggregation scheme in smart grids, which enables a gateway (acted as an aggregator) to aggregate the electricity usage data of users in two dimensions. The new scheme also supports the fault-tolerant property and only needs a little communication by the smart meters.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Hajny, J., Dzurenda, P., Malina, L.: Privacy-enhanced data collection scheme for smart-metering. In: International Conference on Information Security and Cryptology, pp. 413–429. Springer International Publishing (2015) Hajny, J., Dzurenda, P., Malina, L.: Privacy-enhanced data collection scheme for smart-metering. In: International Conference on Information Security and Cryptology, pp. 413–429. Springer International Publishing (2015)
2.
Zurück zum Zitat Jung, T., Li, X.Y., Wan, M.: Collusion-tolerable privacy-preserving sum and product calculation without secure channel. IEEE Trans. Dependable Secure Comput. 12(1), 45–57 (2015)CrossRef Jung, T., Li, X.Y., Wan, M.: Collusion-tolerable privacy-preserving sum and product calculation without secure channel. IEEE Trans. Dependable Secure Comput. 12(1), 45–57 (2015)CrossRef
3.
Zurück zum Zitat He, D., Kumar, N., Lee, J.H.: Privacy-preserving data aggregation scheme against internal attackers in smart grids. Wirel. Netw. 22(2), 491–502 (2016)CrossRef He, D., Kumar, N., Lee, J.H.: Privacy-preserving data aggregation scheme against internal attackers in smart grids. Wirel. Netw. 22(2), 491–502 (2016)CrossRef
4.
Zurück zum Zitat Li, F., Luo, B., Liu, P.: Secure information aggregation for smart grids using homomorphic encryption. In: 2010 First IEEE International Conference on Smart Grid Communications (SmartGridComm), pp. 327–332. IEEE (2010) Li, F., Luo, B., Liu, P.: Secure information aggregation for smart grids using homomorphic encryption. In: 2010 First IEEE International Conference on Smart Grid Communications (SmartGridComm), pp. 327–332. IEEE (2010)
5.
Zurück zum Zitat Rial, A., Danezis, G.: Privacy-preserving smart metering. In: Proceedings of the 10th Annual ACM Workshop on Privacy in the Electronic Society. ACM, pp. 49–60 (2011) Rial, A., Danezis, G.: Privacy-preserving smart metering. In: Proceedings of the 10th Annual ACM Workshop on Privacy in the Electronic Society. ACM, pp. 49–60 (2011)
6.
Zurück zum Zitat Dimitriou, T.: Secure and scalable aggregation in the smart grid. In: 2014 6th International Conference on New Technologies, Mobility and Security (NTMS), pp. 1–5. IEEE (2014) Dimitriou, T.: Secure and scalable aggregation in the smart grid. In: 2014 6th International Conference on New Technologies, Mobility and Security (NTMS), pp. 1–5. IEEE (2014)
7.
Zurück zum Zitat Sui, Z., Niedermeier, M., de Meer, H.: RESA: a robust and efficient secure aggregation scheme in smart grids. In: International Conference on Critical Information Infrastructures Security, pp. 171–182. Springer International Publishing (2015) Sui, Z., Niedermeier, M., de Meer, H.: RESA: a robust and efficient secure aggregation scheme in smart grids. In: International Conference on Critical Information Infrastructures Security, pp. 171–182. Springer International Publishing (2015)
8.
Zurück zum Zitat Ni, J., Zhang, K., Lin, X. et al.: EDAT: efficient data aggregation without TTP for privacy-assured smart metering. In: 2016 IEEE International Conference on Communications (ICC), pp. 1–6. IEEE (2016) Ni, J., Zhang, K., Lin, X. et al.: EDAT: efficient data aggregation without TTP for privacy-assured smart metering. In: 2016 IEEE International Conference on Communications (ICC), pp. 1–6. IEEE (2016)
9.
Zurück zum Zitat Borges, F., Volk, F., Mhlhuser, M.: Efficient, verifiable, secure, and privacy-friendly computations for the smart grid. In: 2015 IEEE Power & Energy Society, Innovative Smart Grid Technologies Conference (ISGT), pp. 1–5. IEEE (2015) Borges, F., Volk, F., Mhlhuser, M.: Efficient, verifiable, secure, and privacy-friendly computations for the smart grid. In: 2015 IEEE Power & Energy Society, Innovative Smart Grid Technologies Conference (ISGT), pp. 1–5. IEEE (2015)
10.
Zurück zum Zitat Borges, F., Mhlhuser, M.: EPPP4SMS: efficient privacy-preserving protocol for smart metering systems and its simulation using real-world data. IEEE Trans. Smart Grid 5(6), 2701–2708 (2014)CrossRef Borges, F., Mhlhuser, M.: EPPP4SMS: efficient privacy-preserving protocol for smart metering systems and its simulation using real-world data. IEEE Trans. Smart Grid 5(6), 2701–2708 (2014)CrossRef
11.
Zurück zum Zitat Erkin, Z., Private data aggregation with groups for smart grids in a dynamic setting using CRT. In: IEEE International Workshop on Information Forensics and Security (WIFS), pp. 1–6. IEEE (2015) Erkin, Z., Private data aggregation with groups for smart grids in a dynamic setting using CRT. In: IEEE International Workshop on Information Forensics and Security (WIFS), pp. 1–6. IEEE (2015)
12.
Zurück zum Zitat Chen, L., Lu, R., Cao, Z.: PDAFT: a privacy-preserving data aggregation scheme with fault tolerance for smart grid communications. Peer-to-Peer Netw. Appl. 8(6), 1122–1132 (2015)CrossRef Chen, L., Lu, R., Cao, Z.: PDAFT: a privacy-preserving data aggregation scheme with fault tolerance for smart grid communications. Peer-to-Peer Netw. Appl. 8(6), 1122–1132 (2015)CrossRef
13.
Zurück zum Zitat Lin, H.Y., Tzeng, W.G., Shen, S.T., et al.: A practical smart metering system supporting privacy preserving billing and load monitoring. In: International Conference on Applied Cryptography and Network Security, pp. 544–560. Springer, Heidelberg (2012) Lin, H.Y., Tzeng, W.G., Shen, S.T., et al.: A practical smart metering system supporting privacy preserving billing and load monitoring. In: International Conference on Applied Cryptography and Network Security, pp. 544–560. Springer, Heidelberg (2012)
14.
Zurück zum Zitat Shen, H., Zhang, M., Shen, J.: Efficient privacy-preserving cube-data aggregation scheme for smart grids. IEEE Trans. Inf. Forensics Secur. 12(6), 1369–1381 (2017)CrossRef Shen, H., Zhang, M., Shen, J.: Efficient privacy-preserving cube-data aggregation scheme for smart grids. IEEE Trans. Inf. Forensics Secur. 12(6), 1369–1381 (2017)CrossRef
15.
Zurück zum Zitat Wang, X.F., Mu, Y., Chen, R.M.: An efficient privacy - preserving aggregation and billing protocol for smart grid. Secur. Commun. Netw. 9(17), 4536–4547 (2016)CrossRef Wang, X.F., Mu, Y., Chen, R.M.: An efficient privacy - preserving aggregation and billing protocol for smart grid. Secur. Commun. Netw. 9(17), 4536–4547 (2016)CrossRef
Metadaten
Titel
A New Multidimensional and Fault-Tolerable Data Aggregation Scheme for Privacy-Preserving Smart Grid Communications
verfasst von
Bofeng Pan
Peng Zeng
Kim-Kwang Raymond Choo
Copyright-Jahr
2018
DOI
https://doi.org/10.1007/978-3-319-67071-3_28