Publication detail

Flow based monitoring of ICS communication in the smart grid

MATOUŠEK, P. RYŠAVÝ, O. HAVLENA, V. GRÉGR, M.

Original Title

Flow based monitoring of ICS communication in the smart grid

Type

journal article in Web of Science

Language

English

Original Abstract

A smart grid network is a part of critical infrastructure, and its interruption or blackout may cause fatal consequences on energy production, distribution, and eventually lives of people. Smart grid networks can be a target of cyber attacks coming from the outside or the inside of the network. Traditional smart grid protection includes firewalls and IDS/IPS devices that are usually deployed on edges of the network where they inspect incoming and outgoing traffic. This approach is adequate to cope with external threats. In case of internal threats caused by, for instance, the malware infecting the control station, it is not easy to detect malicious activity commonly masked as legitimate communication at the network edge. For the successful identification of cyber security attacks, two essential elements are necessary. The first is the visibility of the Industrial Control System (ICS) communication, which enables a smart grid operator to see real-time transmissions in the network. The second important part is an anomaly detection system that analyzes monitoring data and identifies possible cyber security attacks. This paper presents a novel system for monitoring ICS/SCADA protocols based on IP flows extended with application layer data obtained from ICS packet headers. The monitoring system provides an in-depth insight into ICS communication. By applying statistical-based methods or creating communication profiles using probabilistic automata, common security attacks, as well as unknown threats, can be identified. The proposed approach is demonstrated on IEC 60870-5-104 communication.

Keywords

IEC 104, smart grid, security monitoring, SCADA, probabilistic automata

Authors

MATOUŠEK, P.; RYŠAVÝ, O.; HAVLENA, V.; GRÉGR, M.

Released

11. 6. 2020

ISBN

2214-2126

Periodical

Journal of Information Security and Applications

Year of study

2020

Number

54

State

United Kingdom of Great Britain and Northern Ireland

Pages from

102535

Pages to

102535

Pages count

16

URL

http://www.sciencedirect.com/science/article/pii/S2214212619311329

BibTex

@article{BUT168166,
  author="Petr {Matoušek} and Ondřej {Ryšavý} and Vojtěch {Havlena} and Matěj {Grégr}",
  title="Flow based monitoring of ICS communication in the smart grid",
  journal="Journal of Information Security and Applications",
  year="2020",
  volume="2020",
  number="54",
  pages="102535--102535",
  doi="10.1016/j.jisa.2020.102535",
  issn="2214-2126",
  url="http://www.sciencedirect.com/science/article/pii/S2214212619311329"
}

Documents

1-s20-S2214212619311329-main.pdf