Malicious data attacks on the smart grid

IEEE Transactions on Smart Grid

Volumn 2, Issue 4, 2011, Pages 645-658

  Kosut, Oliver ^a   Jia, Liyan ^b   Thomas, Robert J ^b   Tong, Lang ^b  

^a MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

^b Department of Obstetrics Gynecology   (United States)

Author keywords

Bad data detection; false data attack; power network observability; power system state estimation; smart grid security

Indexed keywords

BAD DATA DETECTIONS; FALSE DATA; POWER NETWORK OBSERVABILITY; POWER SYSTEM STATE ESTIMATION; SMART GRID SECURITY;

DETECTORS; ELECTRIC POWER TRANSMISSION NETWORKS; ERROR DETECTION; GRAPH THEORY; NETWORK SECURITY; POWER TRANSMISSION; SMART POWER GRIDS;

COMPUTER CRIME;

EID: 82155162476     PISSN: 19493053     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSG.2011.2163807     Document Type: Article

References (31)

1. S. Gorman, "Electricity grid in U.S. penetrated by spies," Wall St. J., Apr. 2009 [Online]. Available: http://online.wsj.com/article/ SB123914805204099085.html
2. A. L. Ott, "Experience with pjm market operation, system design, and implementation," IEEE Trans. Power Syst., vol. 18, no. 2, pp. 528-534, May 2003.
3. T. Zhang and E. Litvinov, "Ex-post pricing in the co-optimized energy and reserv markets," IEEE Trans. Power Syst., vol. 21, no. 4, pp. 1528-1538, Nov. 2006. (Pubitemid 46357750)
4. Y. Liu, P. Ning, and M. K. Reiter, "False data injection attacks against state estimation in electric power grids," in Proc. ACM Conf. Comput. Commun. Security, 2009, pp. 21-32.
5. O. Zeitouni, J. Ziv, and N. Merhav, "When is the generalized likelihood ratio test optimal," IEEE Trans. Inf. Theory, vol. 38, no. 3, pp. 1597-1602, Mar. 1991.
6. B. C. Levy, Principles of Signal Detection and Parameter Estimation. New York: Springer, 2008.
7. A. Dembo and O. Zeitouni, Large Deviations Techniques and Applications, 2nd ed. New York: Springer, 1998.
8. F. C. Schweppe, J. Wildes, and D. P. Rom, "Power system static state estimation, parts I, II, III," IEEE Tran. Power App. Syst., vol. PAS-89, pp. 120-135, 1970.
9. E. Handschin, F. C. Schweppe, J. Kohlas, and A. Fiechter, "Bad data analysis for power system state estimation," IEEE Trans. Power App. Syst., vol. PAS-94, no. 2, pp. 329-337, Mar./Apr. 1975.
10. A. Monticelli, "Electric power system state estimation," Proc. IEEE, vol. 88, no. 2, pp. 262-282, 2000. (Pubitemid 30558114)
11. O. Kosut, L. Jia, R. J. Thomas, and L. Tong, "Malicious data attacks on smart grid state estimation: Attack strategies and countermeasures," in Proc. IEEE 2010 SmartGridComm, Gaithersburg, MD, Oct. 2010.
12. H. Sandberg, A. Teixeira, and K. H. Johansson, "On security indices for state estimators in power networks," in Proc. 1st Workshop Secure Control Syst. (CPSWEEK), Stockholm, Sweden, Apr. 2010.
13. G. Dán and H. Sandberg, "Stealth attacks and protection schemes for state estimators in power systems," in Proc. IEEE 2010 SmartGrid-Comm, Gaithersburg, MD, Oct. 2010.
14. H. Sandberg, A. Teixeira, and K. H. Johansson, "On security indices for state estimators in power networks," in Proc. 1st Workshop Secure Control Syst. (CPSWEEK), Stockholm, Sweden, Apr. 2010.
15. G. R. Krumpholz, K. A. Clements, and P. W. Davis, "Power system observability: A practical algorithm using network topology," IEEE Trans. Power App. Syst., vol. PAS-99, no. 4, pp. 1534-1542, Jul. 1980. (Pubitemid 11472481)
16. R. B. Bobba, K. M. Rogers, Q. Wang, H. Khurana, K. Nahrstedt, and T. J. Overbye, "Detecting false data injection attacks on dc state estimation," in Proc. 1st Workshop Secure Control Syst. (CPSWEEK), Stockholm, Sweden, Apr. 2010.
17. O.Kosut, L. Jia, R. J. Thomas, and L. Tong, "Limiting false data attacks on power system state estimation," in Proc. 2010 Conf. Inf. Sciences Syst., Mar. 2010.
18. O. Kosut, L. Jia, R. J. Thomas, and L. Tong, "On malicious data attacks on power system state estimation," in Proc. 45th Int. Univ. Power Eng. Conf., Cardiff, U.K., Aug. 2010.
19. L. Mili, T. V. Cutsem, and M. Ribbens-Pavalla, "Bad data identification methods in power system state estimation-A comparative study," IEEE J. Select. Areas Commun., vol. 16, no. 6, pp. 953-972, Aug. 1998.
20. A. Monticelli, F.Wu, and M. Yen, "Multiple bad data identification for state estimation by combinatorial optimization," IEEE Trans. Power Syst., vol. PWRD-1, no. 3, pp. 361-369, Jul. 1986.
21. M. G. Cheniae, L. Mili, and P. Rousseeuw, "Identification of multiple interacting bad data via power system decomposition," IEEE Trans. Power Syst., vol. 11, no. 3, pp. 1555-1563, Aug. 1996. (Pubitemid 126781311)
22. A. Abur and A. G. Expósito, Power System State Estimation: Theory and Implementation. Boca Raton, FL: CRC, 2000.
23. R. J. Thomas, L. Tong, L. Jia, and O. E. Kosut, "Some economic impacts of bad and malicious data," in Proc. PSerc 2010 Workshop, Portland, ME, Jul. 2010, vol. 1.
24. L. Xie, Y. Mo, and B. Sinopoli, "False data injection attacks in electricity markets," in Proc. IEEE 2010 SmartGridComm, Gaithersburg, MD, Oct. 2010.
25. A. Monticelli and F. Wu, "Network observability: Theory," IEEE Trans. Power App. Syst., vol. PAS-104, no. 5, pp. 1042-1048, May 1985.
26. A. S. M. Grötschel and L. Lovász, "The ellipsoid method and its consequences in combinatorial optimization," Combinatorica, vol. 1, no. 2, pp. 169-197, Jun. 1981.
27. W. H. Cunningham, "On submodular function minimization," Combinatorica, vol. 5, no. 3, pp. 185-192, Sept. 1985.
28. A. Schrijver, "A combinatorial algorithm minimizing submodular functions in strongly polynomial time," J. Combinatorial Theory Series B, vol. 80, no. 2, pp. 346-355, Nov. 2000.
29. S. Kourouklis, "A large deviation result for the likelihood ratio statistic in exponential families," Ann. Stat., vol. 12, no. 4, pp. 1510-1521, 1984.
30. D. Gorinevsky, S. Boyd, and S. Poll, "Estimation of faults in DC electrical power systems," in Proc. 2009 Amer. Control Conf., St. Louis, MO., Jun. 2009, pp. 4334-4339.
31. G. Golub and C. V. Loan, Matrix Computations. Baltimore, MD: Johns Hopkins Univ. Press, 1990.