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Using application layer metrics to detect advanced SCADA attacks

Maynard, Peter, McLaughlin, Kieran and Sezer, Sakir 2018. Using application layer metrics to detect advanced SCADA attacks. Presented at: 4th International Conference on Information Systems Security and Privacy, Funchal, Madeira, 22 - 24 Jan 2018. Proceedings of the 4th International Conference on Information Systems Security and Privacy. , vol.1 SciTePress, pp. 418-425. 10.5220/0006656204180425

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Abstract

Current state of the art intrusion detection and network monitoring systems have a tendency to focus on the ’Five-Tuple’ features (Protocol, IP src/dst and Port src/dest). As a result there is a gap in visibility of security at an application level. We propose a collection of network application layer metrics to provide a greater insight into SCADA communications. These metrics are devised from an analysis of the ICS threat landscape and the current state of the art detection systems. Our metrics are able to detect a range of adversary capabilities which goes beyond previous literature in the SCADA domain.

Item Type: Conference or Workshop Item (Paper)
Status: Published
Schools: Computer Science & Informatics
Publisher: SciTePress
ISBN: 978-989-758-282-0
Last Modified: 21 Sep 2023 14:30
URI: https://orca.cardiff.ac.uk/id/eprint/161741

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