Analysis of the impact of data granularity on privacy for the smart grid

Proceedings of the ACM Conference on Computer and Communications Security

Volumn , Issue , 2013, Pages 61-70

  Tudor, Valentin ^a   Almgren, Magnus ^a   Papatriantafilou, Marina ^a  

^a CHALMERS UNIVERSITY OF TECHNOLOGY   (Sweden)

Author keywords

advanced metering infrastructure (ami) data characteristics; smart grid data privacy; smart meter privacy; smart metering data

Indexed keywords

DATA CHARACTERISTICS; ELECTRICITY COMPANIES; ELECTRICITY NETWORKS; ENERGY DISTRIBUTORS; HIGH FREQUENCY HF; INDIVIDUAL CUSTOMERS; SMART GRID; SMART METERING;

ADVANCED METERING INFRASTRUCTURES; DATA PRIVACY; ELECTRIC MEASURING INSTRUMENTS; ELECTRIC POWER MEASUREMENT; ELECTRIC PROPERTIES; ENERGY UTILIZATION; SMART METERS;

SMART POWER GRIDS;

EID: 84888994740     PISSN: 15437221     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2517840.2517844     Document Type: Conference Paper

References (23)

1. J.-M. Bohli, C. Sorge, and O. Ugus. A privacy model for smart metering. In Communications Workshops (ICC), 2010 IEEE International Conference on, pages 1-5, may 2010.
2. F. Borges, L. Martucci, and M. Mühlhäuser. Analysis of privacy-enhancing protocols based on anonymity networks. 2012.
3. E. Buchmann, K. Böhm, T. Burghardt, and S. Kessler. Re-identification of smart meter data. Personal and Ubiquitous Computing, 17(4):653-662, 2013.
4. A. A. Cárdenas, S. Amin, and G. Schwartz. Privacy-aware sampling for residential demand response programs. 2012.
5. J. Dickert, M. Hable, and P. Schegner. Energy loss estimation in distribution networks for planning purposes. In PowerTech, 2009 IEEE Bucharest, pages 1-6, 2009.
6. E. Directive. 95/46/ec of the European Parliament and of the council of 24 October 1995 on the protection of individuals with regard to the processing of personal data and on the free movement of such data. Official Journal of the EC, 23:6, 1995.
7. C. Efthymiou and G. Kalogridis. Smart grid privacy via anonymization of smart metering data. In Smart Grid Communications (SmartGridComm), 2010 First IEEE International Conference on, pages 238-243, Oct. 2010.
8. R. Hoenkamp, G. B. Huitema, and A. J. de Moor-van Vugt. The neglected consumer: the case of the smart meter rollout in the Netherlands. Renewable Energy Law and Policy Review, 2011(4):269-282, 2011.
9. M. Jawurek, M. Johns, and K. Rieck. Smart metering de-pseudonymization. In Proceedings of the 27th Annual Computer Security Applications Conference, pages 227-236. ACM, 2011.
10. G. Kalogridis, R. Cepeda, S. Denic, T. Lewis, and C. Efthymiou. Elecprivacy: Evaluating the privacy protection of electricity management algorithms. Smart Grid, IEEE Transactions on, 2(4):750-758, Dec. 2011.
11. G. Kalogridis, C. Efthymiou, S. Denic, T. Lewis, and R. Cepeda. Privacy for smart meters: Towards undetectable appliance load signatures. In Smart Grid Communications (SmartGridComm), 2010 First IEEE International Conference on, pages 232-237, Oct. 2010.
12. K. Kursawe, G. Danezis, and M. Kohlweiss. Privacy-friendly aggregation for the smart-grid. In Privacy Enhancing Technologies, pages 175-191. Springer, 2011.
13. F. Mármol, C. Sorge, O. Ugus, and G. Pérez. Do not snoop my habits: preserving privacy in the smart grid. Communications Magazine, IEEE, 50(5):166-172, May 2012.
14. D. Mashima and A. A. Cárdenas. Evaluating electricity theft detectors in smart grid networks. In Research in Attacks, Intrusions, and Defenses, pages 210-229. Springer, 2012.
15. M. Mitzenmacher and E. Upfal. Probability and computing: Randomized algorithms and probabilistic analysis. Cambridge University Press, 2005.
16. A. Molina-Markham, P. Shenoy, K. Fu, E. Cecchet, and D. Irwin. Private memoirs of a smart meter. In Proceedings of the 2nd ACM workshop on embedded sensing systems for energy-efficiency in building, pages 61-66. ACM, 2010.
17. A. Pfitzmann and M. Hansen. A terminology for talking about privacy by data minimization: Anonymity, unlinkability, undetectability, unobservability, pseudonymity, and identity management. URL: http://dud. inf. tu-dresden.de/literatur/Anon Terminology v0, 34, 2010.
18. F. Siddiqui, S. Zeadally, C. Alcaraz, and S. Galvao. Smart grid privacy: Issues and solutions. In Computer Communications and Networks (ICCCN), 2012 21st International Conference on, pages 1-5, 30 2012-Aug. 2 2012.
19. M. Stegelmann and D. Kesdogan. Gridpriv: A smart metering architecture offering k-anonymity. In Trust, Security and Privacy in Computing and Communications (TrustCom), 2012 IEEE 11th International Conference on, pages 419-426, June 2012.
20. S. Wang, L. Cui, J. Que, D.-H. Choi, X. Jiang, S. Cheng, and L. Xie. A randomized response model for privacy preserving smart metering. Smart Grid, IEEE Transactions on, 3(3):1317-1324, sept. 2012.
21. S. D. Warren and L. D. Brandeis. The right to privacy. Harvard law review, 4(5):193-220, 1890.
22. Y. Yan, Y. Qian, and H. Sharif. A secure and reliable in-network collaborative communication scheme for advanced metering infrastructure in smart grid. In Wireless Communications and Networking Conference (WCNC), 2011 IEEE, pages 909-914, March 2011.
23. Y. Yan, Y. Qian, and H. Sharif. A secure data aggregation and dispatch scheme for home area networks in smart grid. In Global Telecommunications Conference (GLOBECOM 2011), 2011 IEEE, pages 1-6, Dec. 2011.