Abstract
Smart grid system is a target to many types of network attacks, such as Denial Of Serive (DOS), Man In The Middle (MITM) ... that could compromise users’ privacy and network’s integrity and availability. For this reason we developed a network based intrusion detection system (IDS) that relies on a deterministic finite automaton (DFA) to recognize an attack’s language that represents some of the attacks that can target the smart grid network. The attacks’ language is defined using elements or symbols that help identifying each type of attack. Results of our simulations show the efficiency of our IDS and its ability to detect dangerous cyber attacks.
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References
European Network and Information Security Agency (ENISA), Smart grid security (2012)
Verwoerd, T., Hunt, R.: Intrusion detection techniques and approaches. Comput. Commun. J. 25(15), 1356–1365 (2002)
Karthikeyan, K.R., Indra, A.: Intrusion detection tools and techniques - a survey. Int. J. Comput. Theory Eng. 2(6), 901 (2010)
Branch, J., Bivens, A., Chan, C.Y., Lee, T.K., Szymanski, B.K.: Denial of service intrusion detection using time dependent deterministic finite automata. In: Proceedings of the Research Conference, Troy, NY, October 2002 (2002)
Wee, K., Kim, S.: Construction of finite automata for intrusion detection from system call sequences by genetic algorithms. In: Pacific-Asia Conference on Knowledge Discovery and Data Mining, SINGAPOUR 2006 (2006)
http://www.omnisecu.com/ccna-security/arp-spoofing-attack.php
https://www.cloudflare.com/learning/ddos/ping-icmp-flood-ddos-attack/
https://www.incapsula.com/ddos/attack-glossary/syn-flood.html
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Boumkheld, N., El Koutbi, M. (2019). Intrusion Detection System Based on a Deterministic Finite Automaton for Smart Grid Systems. In: Arai, K., Kapoor, S., Bhatia, R. (eds) Advances in Information and Communication Networks. FICC 2018. Advances in Intelligent Systems and Computing, vol 887. Springer, Cham. https://doi.org/10.1007/978-3-030-03405-4_13
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DOI: https://doi.org/10.1007/978-3-030-03405-4_13
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