Multidimensional Intrusion Detection System for IEC 61850 based SCADA Networks

Yi Yang; Lei Gao; Yu-Bo Yuan; Kieran McLaughlin; Sakir Sezer; Yan-Feng Gong

doi:10.1109/TPWRD.2016.2603339

Multidimensional Intrusion Detection System for IEC 61850 based SCADA Networks

Yi Yang, Lei Gao, Yu-Bo Yuan, Kieran McLaughlin, Sakir Sezer, Yan-Feng Gong

School of Electronics, Electrical Engineering and Computer Science

Research output: Contribution to journal › Article › peer-review

132 Citations (Scopus)

2266 Downloads (Pure)

Abstract

Emerging cybersecurity vulnerabilities in supervisory control and data acquisition (SCADA) systems are becoming urgent engineering issues for modern substations. This paper proposes a novel intrusion detection system (IDS) tailored for cybersecurity of IEC 61850 based substations. The proposed IDS integrates physical knowledge, protocol specifications and logical behaviours to provide a comprehensive and effective solution that is able to mitigate various cyberattacks. The proposed approach comprises access control detection, protocol whitelisting, model-based detection, and multi-parameter based detection. This SCADA-specific IDS is implemented and validated using a comprehensive and realistic cyber-physical test-bed and data from a real 500kV smart substation.

Original language	English
Pages (from-to)	1068
Number of pages	1
Journal	Ieee Transactions On Power Delivery
Volume	32
Issue number	2
Early online date	26 Aug 2016
DOIs	https://doi.org/10.1109/TPWRD.2016.2603339
Publication status	Early online date - 26 Aug 2016

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10.1109/TPWRD.2016.2603339Licence: Unspecified

Multidimensional Intrusion Detection System for IEC 61850 based SCADA Networks
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Accepted author manuscript, 606 KBLicence: Unspecified

R6440ECI: Smart Grid Protection Against Cyber Attacks
Sezer, S. (PI) & McLaughlin, K. (CoI)
15/04/2014 → 30/06/2017
Project: Research

Kieran McLaughlin
- kieran.mclaughlinqub.acuk
Person: Academic

Cite this

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title = "Multidimensional Intrusion Detection System for IEC 61850 based SCADA Networks",

abstract = "Emerging cybersecurity vulnerabilities in supervisory control and data acquisition (SCADA) systems are becoming urgent engineering issues for modern substations. This paper proposes a novel intrusion detection system (IDS) tailored for cybersecurity of IEC 61850 based substations. The proposed IDS integrates physical knowledge, protocol specifications and logical behaviours to provide a comprehensive and effective solution that is able to mitigate various cyberattacks. The proposed approach comprises access control detection, protocol whitelisting, model-based detection, and multi-parameter based detection. This SCADA-specific IDS is implemented and validated using a comprehensive and realistic cyber-physical test-bed and data from a real 500kV smart substation.",

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AU - Gong, Yan-Feng

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Multidimensional Intrusion Detection System for IEC 61850 based SCADA Networks

Abstract

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R6440ECI: Smart Grid Protection Against Cyber Attacks

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Kieran McLaughlin

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