Abstract
In this paper we study the case of Critical Infrastructures (CIs), and especially power grid systems, which nowadays rely on computers and the Internet for their operation. We propose a combinatorial method for automatic detection and classification of faults and cyber-attacks, when there is limited data from the power grid nodes due to cyber implications. We design an experimental platform consisting of a power grid simulator and a cyber network emulator in order to demonstrate the efficiency of the proposed method.
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References
Ten, C.W., Liu, C.C., Manimaran, G.: Vulnerability assessment of cybersecurity for scada systems. Power Syst. IEEE Trans. 23(4), 1836–1846 (2008)
Zio, E., Sansavini, G.: Modeling interdependent network systems for identifying cascade-safe operating margins. Reliab. IEEE Trans. 60(1), 94–101 (2011)
Kotzanikolaou, P., Theoharidou, M., Gritzalis, D.: Accessing n-order dependencies between critical infrastructures. Int. J. Crit. Infrastruct. 9(1–2), 93–110 (2013)
Mo, Y., Kim, T.-H., Brancik, K., Dickinson, D., Lee, H., Perrig, A., Sinopoli, B.: Cyber - physical security of a smart grid infrastructure. In: Proceedings of the IEEE, vol. 100, no. 1, pp. 195–209, January 2012
Sridhar, S., Hahn, A., Govindarasu, M.: Cyber - physical system security for the electric power grid. Proc. IEEE 100(1), 210–224 (2012)
Goebel, K., Yan, W.: Correcting sensor drift and intermittency faults with data fusion and automated learning. IEEE Syst. 2(2), 189–197 (2008)
Napolitano, M.R., Windon, D.A., Casanova, J.L., Innocenti, M., Silvestri, G.: Kalman filters and neural network schemes for sensor validation in flight control systems. IEEE Trans. Control Syst. Technol. 6(5), 596–611 (1998)
Genge, B., Siaterlis, C., Hohenadel, M.: AMICI: An assessment platform for multi-domain security experimentation on critical infrastructures. In: Hämmerli, B.M., Kalstad Svendsen, N., Lopez, J. (eds.) CRITIS 2012. LNCS, vol. 7722, pp. 228–239. Springer, Heidelberg (2013)
Siaterlis, C., Garcia, A., Genge, B.: On the use of Emulab testbeds for scientifically rigorous experiments. IEEE Commun. Surveys Tuts. 15(2), 929–942 (2012)
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Soupionis, Y., Ntalampiras, S., Giannopoulos, G. (2016). Faults and Cyber Attacks Detection in Critical Infrastructures. In: Panayiotou, C., Ellinas, G., Kyriakides, E., Polycarpou, M. (eds) Critical Information Infrastructures Security. CRITIS 2014. Lecture Notes in Computer Science(), vol 8985. Springer, Cham. https://doi.org/10.1007/978-3-319-31664-2_29
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DOI: https://doi.org/10.1007/978-3-319-31664-2_29
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