Behavior-rule based intrusion detection systems for safety critical smart grid applications

IEEE Transactions on Smart Grid

Volumn 4, Issue 3, 2013, Pages 1254-1263

  Mitchell, Robert ^a   Chen, Ing Ray ^a  

^a VIRGINIA POLYTECHNIC INSTITUTE AND STATE UNIVERSITY   (United States)

Author keywords

Cyber physical systems; data aggregation point; distribution access point; head end; intrusion detection; safety; security; subscriber energy meter

Indexed keywords

ACCESS POINTS; CYBER PHYSICAL SYSTEMS (CPSS); DATA AGGREGATION; ENERGY METERS; HEAD-END; SECURITY;

ACCIDENT PREVENTION; COMPUTER CRIME; ELECTRIC MEASURING INSTRUMENTS; EMBEDDED SYSTEMS;

INTRUSION DETECTION;

EID: 84883281959     PISSN: 19493053     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSG.2013.2258948     Document Type: Article

References (23)

1. F. B. Bastani, I. R. Chen, and T. W. Tsao, "Reliability of systems with fuzzy-failure criterion," in Proc. Ann. Reliab. Maintainab. Symp., Anaheim, CA, USA, Jan. 1994, pp. 442-448.
2. R. Berthier and W. Sanders, "Specification-based intrusion detection for advanced metering infrastructures," in Proc. IEEE 17th Pacific Rim Int. Symp. Dependable Computing, Dec. 2011, pp. 184-193.
3. A. A. Cárdenas, S. Amin, Z.-S. Lin, Y.-L. Huang, C.-Y. Huang, and S. Sastry, "Attacks against process control systems: Risk assessment, detection, and response," in Proc. 6th ACM Symp. Inf., Comput. Commun. Security, Hong Kong, Mar. 2011, pp. 355-366.
4. I.R. Chen and F.B.Bastani, "Effect of artificial-intelligence planningprocedures on system reliability," IEEE Trans. Reliab., vol. 40, no. 3, pp. 364-369, 1991.
5. I. R. Chen, F. B. Bastani, and T. W. Tsao, "On the reliability of AI planning software in real-time applications," IEEE Trans. Knowledge Data Eng., vol. 7, no. 1, pp. 4-13, Jan., 1995.
6. Y. Chen and B. Luo, "S2a: Secure smart household appliances," in Proc. 2nd ACMConf. Data Application Security Privacy, San Antonio, TX, USA, Feb. 2012, pp. 217-228.
7. S. Cheung, B. Dutertre, M. Fong, U. Lindqvist, K. Skinner, and A. Valdes, "Using model-based intrusion detection for SCADA networks," in Proc. SCADA Security Scientific Symp., Miami, FL, USA, Jan. 2007, pp. 127-134.
8. A. da Silva, "Decentralized intrusion detection in wireless sensor networks," in Proc. 1st ACMInt.Workshop Quality Service SecurityWireless Mobile Netw., 2005, pp. 16-23. (Pubitemid 43206617)
9. B. Dutertre, "Formal modeling and analysis of the modbus protocol," Critical Infrastructure Protection, pp. 189-204, 2007.
10. Q. He and R. S. Blum, "Smart grid monitoring for intrusion and fault detection with new locally optimum testing procedures," in Proc. 2011 IEEE Int. Conf. Acoustics, Speech Signal Process., May 2011, pp. 3852-3855.
11. Y.-F. Hong, Z.-Q. Liu, H.-X. Yin, and J.-H. Zhang, "A new method for smart grid reliability," in Proc. 2011 Asia-Pacific Power Energy Eng. Conf., Mar. 2011, pp. 1-4.
12. K. Ioannis, T. Dimitriou, and F. Freiling, "Towards intrusion detection in wireless sensor networks," in Proc. 13th Eur. Wireless Conf., 2007.
13. P. Jokar, H. Nicanfar, and V. Leung, "Specification-based intrusion detection for home area networks in smart grids," in Proc. 2011 IEEE Int. Conf. Smart Grid Commun., Oct. 2011, pp. 208-213.
14. R. Klump and M. Kwiatkowski, "Distributed ip watchlist generation for intrusion detection in the electrical smart grid," Critical Infrastructure Protection IV, vol. 342, pp. 113-126, 2010.
15. Y.-J. Lin and H. Latchman, "On the effects of maximum transmission unit in power line communication networks," in Proc. IEEE Int. Symp. Power Line Commun. Its Applications, Mar. 2007, pp. 511-516. (Pubitemid 47439928)
16. B. Luitel, G. Venayagamoorthy, and C. Johnson, "Enhanced wide area monitoring system," in Proc. Innovative Smart Grid Technol., Jan. 2010, pp. 1-7.
17. R. Mitchell and I. R. Chen, "Effect of intrusion detection and response on reliability of cyber physical systems," IEEE Trans. Reliab., vol. 62, no. 1, pp. 199-210, Mar. 2013.
18. S. M. Ross, Introduction to Probability Models, 10th ed. New York, NY, USA: Academic, 2009.
19. C.-W. Ten, J. Hong, and C.-C. Liu, "Anomaly detection for cybersecurity of the substations," IEEE Trans. Smart Grid, vol. 2, no. 4, pp. 865-873, Dec. 2011.
20. X.Wang and P. Yi, "Security framework for wireless communications in smart distribution grid," IEEE Trans. Smart Grid, vol. 2, no. 4, pp. 809-818, Dec. 2011.
21. Y.Wang, D. Ruan, J. Xu,M.Wen, and L. Deng, "Computational intelligence algorithms analysis for smart grid cyber security," in Advances in Swarm Intelligence, Y. Tan, Y. Shi, and K. Tan, Eds., 2010, vol. 6146, Lecture Notes in Computer Science, pp. 77-84.
22. Y. Zhang, L. Wang, W. Sun, R. Green, and M. Alam, "Artificial immune system based intrusion detection in a distributed hierarchical network architecture of smart grid," in Proc. IEEE Power Energy Soc. General Meeting, Detroit,MI, USA, Jul. 2011, pp. 1-8.
23. Y. Zhang, L. Wang, W. Sun, R. Green, and M. Alam, "Distributed intrusion detection system in a multi-layer network architecture of smart grids," IEEE Trans. Smart Grid, vol. 2, no. 4, pp. 796-808, Dec. 2011.