Using Application Layer Metrics to Detect Advanced SCADA Attacks

Peter Maynard; Kieran McLaughlin; Sakir Sezer

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Paper

Using Application Layer Metrics to Detect Advanced SCADA Attacks

Topics: Intrusion Detection and Response; Privacy Metrics and Control; Security; Security Awareness and Education; Threat Awareness; Vulnerability Analysis and Countermeasures

In Proceedings of the 4th International Conference on Information Systems Security and Privacy ICISSP - Volume 1, 418-425, 2018 , Funchal, Madeira, Portugal

Authors: Peter Maynard ; Kieran McLaughlin and Sakir Sezer

Affiliation: Queen's University Belfast, United Kingdom

Keyword(s): ICS, IDS, Network, SCADA, Security, SIEM.

Related Ontology Subjects/Areas/Topics: Computer-Supported Education ; Enterprise Information Systems ; Information Systems Analysis and Specification ; Information Technologies Supporting Learning ; Internet Technology ; Intrusion Detection and Response ; Security ; Security and Privacy ; Web Information Systems and Technologies

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 industrial control system (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.

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Paper citation in several formats:

Maynard, P.; McLaughlin, K. and Sezer, S. (2018). Using Application Layer Metrics to Detect Advanced SCADA Attacks. In Proceedings of the 4th International Conference on Information Systems Security and Privacy - ICISSP; ISBN 978-989-758-282-0; ISSN 2184-4356, SciTePress, pages 418-425. DOI: 10.5220/0006656204180425

@conference{icissp18,
author={Peter Maynard. and Kieran McLaughlin. and Sakir Sezer.},
title={Using Application Layer Metrics to Detect Advanced SCADA Attacks},
booktitle={Proceedings of the 4th International Conference on Information Systems Security and Privacy - ICISSP},
year={2018},
pages={418-425},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006656204180425},
isbn={978-989-758-282-0},
issn={2184-4356},
}

TY - CONF

JO - Proceedings of the 4th International Conference on Information Systems Security and Privacy - ICISSP
TI - Using Application Layer Metrics to Detect Advanced SCADA Attacks
SN - 978-989-758-282-0
IS - 2184-4356
AU - Maynard, P.
AU - McLaughlin, K.
AU - Sezer, S.
PY - 2018
SP - 418
EP - 425
DO - 10.5220/0006656204180425
PB - SciTePress