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Authors: Abdullah Al Balushi ; Kieran McLaughlin and Sakir Sezer

Affiliation: Queens University Belfast, United Kingdom

ISBN: 978-989-758-196-0

Keyword(s): Semantic Web, Intrusion Detection, Knowledge Engineering, SCADA, Modbus TCP, Security Ontology.

Related Ontology Subjects/Areas/Topics: Critical Infrastructure Protection ; Data and Application Security and Privacy ; Information and Systems Security ; Intrusion Detection & Prevention ; Network Security ; Security Engineering ; Security in Information Systems ; Security Information Systems Architecture and Design and Security Patterns ; Security Management ; Security Protocols ; Wireless Network Security

Abstract: This paper presents the design, development, and validation of an ontology based SCADA intrusion detection system. The proposed system analyses SCADA network communications and can derive additional information based on the background knowledge and ontology models to enhance the intrusion detection data. The developed intrusion model captures network communications, cyber attacks and the context within the SCADA domain. Moreover, a set of semantic rules were constructed to detect various attacks and extract logical relationships among these attacks. The presented framework was extensively evaluated and a comparison to the state of the art is provided.

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Paper citation in several formats:
Al Balushi, A.; McLaughlin, K. and Sezer, S. (2016). OSCIDS: An Ontology based SCADA Intrusion Detection Framework.In Proceedings of the 13th International Joint Conference on e-Business and Telecommunications - Volume 4: SECRYPT, (ICETE 2016) ISBN 978-989-758-196-0, pages 327-335. DOI: 10.5220/0005969803270335

@conference{secrypt16,
author={Abdullah Al Balushi. and Kieran McLaughlin. and Sakir Sezer.},
title={OSCIDS: An Ontology based SCADA Intrusion Detection Framework},
booktitle={Proceedings of the 13th International Joint Conference on e-Business and Telecommunications - Volume 4: SECRYPT, (ICETE 2016)},
year={2016},
pages={327-335},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005969803270335},
isbn={978-989-758-196-0},
}

TY - CONF

JO - Proceedings of the 13th International Joint Conference on e-Business and Telecommunications - Volume 4: SECRYPT, (ICETE 2016)
TI - OSCIDS: An Ontology based SCADA Intrusion Detection Framework
SN - 978-989-758-196-0
AU - Al Balushi, A.
AU - McLaughlin, K.
AU - Sezer, S.
PY - 2016
SP - 327
EP - 335
DO - 10.5220/0005969803270335

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