Smart meter privacy: A utility-privacy framework

2011 IEEE International Conference on Smart Grid Communications, SmartGridComm 2011

Volumn , Issue , 2011, Pages 190-195

  Rajagopalan, S Raj ^a   Sankar, Lalitha ^a   Mohajer, Soheil ^b   Poor, H Vincent ^b  

^a HEWLETT PACKARD LABORATORIES   (United States)

^b Princeton University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DATA USAGE; ELECTRICITY LOAD; END USERS; FREQUENCY COMPONENTS; GAUSSIAN-MARKOV MODELS; PRIVACY PRESERVING; SMART GRID; SMART METERS; TRADE-OFF PROBLEM;

DATA PRIVACY; FILTRATION; INFORMATION THEORY; MARKOV PROCESSES;

SMART POWER GRIDS;

EID: 84855849799     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SmartGridComm.2011.6102315     Document Type: Conference Paper

References (16)

1. Smart Metering and Privacy: Existing Law and Competing Policies, Colorado Public Utilities Commission, 2009, http://www.dora.state.co.us/puc/.
2. G. W. Hart, "Nonintrusive appliance load monitoring," Proc. IEEE, vol. 80, no. 12, pp. 1870-1891, Dec. 1992.
3. A. Cavoukian, J. Polonetsky, and C. Wolf, "Smartprivacy for the smart grid: embedding privacy into the design of electricity conservation," Identity in the Information Society, vol. 3, pp. 275-294, 2010, 10.1007/s12394-010-0046-y. [Online]. Available: http://dx.doi.org/10.1007/ s12394-010-0046-y
4. F. Li, B. Luo, and P. Liu, "Secure information aggregation for smart grids using homomorphic encryption," in 1st IEEE Intl. Conf. Smart Grid Commun., Gaithersberg, MD, Oct. 2010, pp. 327-332.
5. G. Kalogridis, C. Efthymiou, S. Z. Denic, T. A. Lewis, and R. Cepeda, "Privacy for smart meters: Towards undetectable appliance load signatures,"in Proc. IEEE 1st Intl. Conf. Smart Grid Comm., Gaithersburg, MD, Oct. 2010, pp. 232-237.
6. V. Rastogi and S. Nath, "Differentially private aggregation of distributed time-series with transformation and encryption," in Proc. 2010 Intl. Conf. Data Management, Indianapolis, Indiana, USA, 2010, pp. 735-746.
7. G. Deconinck and B. Decroix, "Smart metering tariff schemes combined with distributed energy resources," in Proc. 4th Intl. Conf. Critical Infrastructures, Linköping, Sweeden, 2009, pp. 1-8.
8. C. Efthymiou and G. Kalogridis, "Smart grid privacy via anonymization of smart metering data," in Proc. IEEE 1st Intl. Conf. Smart Grid Comm., Gaithersburg, MD, USA, Oct. 2010, pp. 238-243.
9. A. Molina-Markham, P. Shenoy, K. Fu, E. Cecchet, and D. Irwin, "Private memoirs of a smart meter," in Proc. 2nd ACM Workshop Embedded Sensing Systems for Energy-Efficiency in Building, ser. BuildSys '10. New York, NY, USA: ACM, 2010, pp. 61-66. [Online]. Available: http://doi.acm.org/10.1145/ 1878431.1878446
10. D. Varodayan and A. Khisti, "Smart meter privacy using a rechargeable battery: minimizing the rate of information leakage," in Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing, Prague, Czech Republic, 2011.
11. S. Papadimitriou, F. Li, G. Kollios, and P. S. Yu, "Time series compressibility and privacy," in Proc. 33rd Intl. Conf. Very Large Databases, Vienna, Austria, 2007, pp. 459-470.
12. M. Marwah, M. Arlitt, G. Lyon, M. Lyons, and C. Hickman, "Unsupervised disaggregation of low frequency power measurements," HP Labs, Tech. Rep., 2010.
13. T. M. Cover and J. A. Thomas, Elements of Information Theory. New York: Wiley, 1991.
14. H. Yamamoto, "A source coding problem for sources with additional outputs to keep secret from the receiver or wiretappers," IEEE Trans. Inform. Theory, vol. 29, no. 6, pp. 918-923, Nov. 1983. (Pubitemid 14486342)
15. L. Sankar, S. R. Rajagopalan, and H. V. Poor, "A theory of utility and privacy in databases," Feb 2011, submitted to the IEEE Trans. Inform. Theory.
16. T. Berger and J. Gibson, "Lossy source coding," IEEE Trans. Inform. Theory, vol. 44, no. 6, pp. 2693-2723, Oct. 1980.