Distributed privacy-preserving aggregation of metering data in smart grids

IEEE Journal on Selected Areas in Communications

Volumn 31, Issue 7, 2013, Pages 1342-1354

  Rottondi, Cristina ^a   Verticale, Giacomo ^a   Krauß, Christoph ^b  

^a POLITECNICO DI MILANO   (Italy)

^b FRAUNHOFER AISEC   (Germany)

Author keywords

Data Privacy; Multiparty Computation; Smart Grid

Indexed keywords

AUTOMATIC METERING INFRASTRUCTURES; HOMOMORPHIC SCHEME; MULTIPARTY COMPUTATION; PRIVACY PRESERVATION; PRIVACY PRESERVING; SECURE COMMUNICATION PROTOCOLS; SECURITY ARCHITECTURE; SMART GRID;

CRYPTOGRAPHY; DATA PRIVACY; ENERGY UTILIZATION; GATEWAYS (COMPUTER NETWORKS); SMART POWER GRIDS; TELECOMMUNICATION SYSTEMS;

DATA PROCESSING;

EID: 84880204032     PISSN: 07338716     EISSN: None     Source Type: Journal    
DOI: 10.1109/JSAC.2013.130716     Document Type: Article

References (30)

1. W. Wang, Y. Xu, and M. Khanna, "A survey on the communication architectures in smart grid," Computer Networks, vol. 55, no. 15, 2011.
2. Cisco Systems, Inc., "Internet protocol architecture for the smart grid," White Paper, Jul. 2009. [Online]. Available: http://www.cisco.com/ web/strategy/docs/energy/CISCO IP INTEROP STDS PPR TO NIST WP.pdf
3. U.S. Department of Energy, "Smart grid system report," White Paper, Jul. 2009, available online at http://www.oe.energy.gov/SGSRmain 090707 lowres.pdf.
4. European Network and Information Security Agency, "Smart grid security," Deliverable, Jul. 2012. [Online]. Available: https://www.enisa.europa.eu/activities/Resilience-and-CIIP/ critical- infrastructure-and-services/smart-grids-and-smart-metering/ ENISA-smart-grid- security-recommendations
5. G. Hart, "Nonintrusive appliance load monitoring," Proceedings of the IEEE, vol. 80, no. 12, pp. 1870-1891, dec 1992. (Pubitemid 23612231)
6. C. Laughman, K. Lee, R. Cox, S. Shaw, S. Leeb, L. Norford, and P. Armstrong, "Power signature analysis," Power and Energy Magazine, IEEE, vol. 1, no. 2, pp. 56- 63, mar-apr 2003.
7. C. Rottondi, G. Verticale, and A. Capone, "Privacy-preserving smart metering with multiple data consumers," Computer Networks, 2013. [Online]. Available: http://dx.doi.org/10.1016/j.comnet.2013.02.018
8. S. Dutch, "Multi-Utility Smart Meters The critical first step in smart grid deployments," White Paper. [Online]. Available: http://www.electric-words.org/m2m/whitepaper\ sd.pdf
9. Federal Office for Information Security, "Protection profile for the gateway of a smart metering system," 2011. [Online]. Available: https://www.bsi.bund.de/SharedDocs/Downloads/ DE/BSI/SmartMeter/PP-SmartMeter. pdf
10. K. Kursawe, G. Danezis, and M. Kohlweiss, "Privacy-friendly aggregation for the smart-grid," in Privacy Enhancing Technologies, vol. 6794. Springer Berlin / Heidelberg, 2011, pp. 175-191.
11. F. Li, B. Luo, and P. Liu, "Secure information aggregation for smart grids using homomorphic encryption," in Smart Grid Communications (SmartGridComm) First IEEE Intl. Conf. on, Oct. 2010, pp. 327-332.
12. F. Garcia and B. Jacobs, "Privacy-friendly energy-metering via homomorphic encryption," in 6th Workshop on Security and Trust Management (STM 2010), 2010.
13. C. Dwork, K. Kenthapadi, F. McSherry, I. Mironov, and M. Naor, "Our data, ourselves: privacy via distributed noise generation," in Proceedings of the 24th annual international conference on The Theory and Applications of Cryptographic Techniques, ser. EUROCRYPT'06. Berlin, Heidelberg: Springer-Verlag, 2006, pp. 486-503. [Online]. Available: http://dx.doi.org/10. 1007/11761679 29 (Pubitemid 44072257)
14. H. Feng, G. Li, and G. Wang, "Efficient secure in-network data aggregation in wireless sensor networks," in Networks Security Wireless Communications and Trusted Computing (NSWCTC), 2010 Second International Conference on, vol. 1, april 2010, pp. 194-197.
15. W. He, H. Nguyen, X. Liuy, K. Nahrstedt, and T. Abdelzaher, "iPDA: An integrity-protecting private data aggregation scheme for wireless sensor networks," in Military Communications Conference, 2008. MILCOM 2008. IEEE, nov. 2008, pp. 1-7.
16. W. He, X. Liu, H. Nguyen, K. Nahrstedt, and T. Abdelzaher, "PDA: Privacy-preserving data aggregation in wireless sensor networks," in INFOCOM 2007. 26th IEEE International Conference on Computer Communications. IEEE, may 2007, pp. 2045-2053.
17. I. Stoica, R. Morris, D. Liben-Nowell, D. Karger, M. Kaashoek, F. Dabek, and H. Balakrishnan, "Chord: a scalable peer-to-peer lookup protocol for internet applications," Networking, IEEE/ACM Trans. on, vol. 11, no. 1, Feb. 2003.
18. M. Green and G. Ateniese, "Identity-based proxy re-encryption," in Applied Cryptography and Network Security, ser. Lecture Notes in Computer Science, J. Katz and M. Yung, Eds. Springer Berlin / Heidelberg, 2007, vol. 4521, pp. 288-306.
19. G. Ateniese, K. Fu, M. Green, and S. Hohenberger, "Improved proxy re-encryption schemes with applications to secure distributed storage," ACM Trans. Inf. Syst. Secur., vol. 9, no. 1, pp. 1-30, Feb. 2006.
20. A. Shamir, "How to share a secret," Commun. ACM, vol. 22, pp. 612- 613, November 1979.
21. R. Cramer and V. Shoup, "Universal hash proofs and a paradigm for adaptive chosen ciphertext secure public-key encryption," in Advances in Cryptology EUROCRYPT 2002, ser. Lecture Notes in Computer Science, L. Knudsen, Ed. Springer Berlin / Heidelberg, 2002, vol. 2332, pp. 45-64.
22. P. Paillier, "Public-key cryptosystems based on composite degree residuosity classes," in Advances in Cryptology EUROCRYPT 99, ser. Lecture Notes in Computer Science, J. Stern, Ed. Springer Berlin / Heidelberg, 1999, vol. 1592, pp. 223-238.
23. C. Rottondi, G. Mauri, and G. Verticale, "A data pseudonymization protocol for smart grids," in IEEE GreenCom Online Conference on Green Communications, Sep. 2012.
24. D. Varodayan and A. Khisti, "Smart meter privacy using a rechargeable battery: Minimizing the rate of information leakage," in Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on, may 2011, pp. 1932-1935.
25. C. Dwork, "Differential privacy," in Automata, Languages and Programming, ser. Lecture Notes in Computer Science. Springer Berlin / Heidelberg, 2006, vol. 4052, pp. 1-12. [Online]. Available: http://dx.doi.org/ 10.1007/11787006 1 (Pubitemid 44113232)
26. E. Shi, T.-H. H. Chan, E. G. Rieffel, R. Chow, and D. Song, "Privacypreserving aggregation of time-series data," in NDSS, 2011.
27. C. Rottondi, M. Savi, D. Polenghi, G. Verticale, and C. Krauß, "Implementation of a protocol for secure distributed aggregation of smart metering data," in IEEE SG-TEP, 1st International Conference on Smart Grid Technologies, Economics and Policies, Dec. 2012.
28. W. Stein et al., Sage Mathematics Software (Version 5.0), The Sage Development Team, 2012, http://www.sagemath.org.
29. M. Bauer, W. Plappert, C. Wang, and K. Dostert, "Packet-oriented communication protocols for smart grid services over low-speed plc," in Power Line Communications and Its Applications, 2009. ISPLC 2009. IEEE International Symposium on, Apr. 2009, pp. 89-94.
30. B. Akyol, H. Kirkham, S. Clements, and M. Hadle, "A survey of wireless communications for the electric power system," Pacific Northwest National Laboratory, Tech. Rep. 19084, Jan. 2010.