Integrating Graphical and Formal Modelling to Analyse the Impact of Cyberattacks on Safety of Networked Control Systems

Over recent years, the number of cyberattacks on safety-critical systems, including railways, has been rapidly increasing. To analyze the impact of cyberattacks on safety, we need to create methods supporting a systematic and rigorous analysis of system behavior in the presence of cyber threats. In this paper, we propose a novel methodology and automated tool support for an integrated analysis of the impact of cyberattacks on the safety of railway systems. Our approach relies on graphical modeling in SysML, HAZOP-based analysis of cyber threats, and formal modeling in Event-B. The proposed approach allows the designers to identify and visualize the safety requirements that become violated as a result of various cyberattacks.

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Publication Details

Journal
Systems
Published
2026-08-03
DOI
https://doi.org/10.3390/systems14080936
Primary Topic
Smart Grid Security and Resilience
Type
article
Field-Weighted Citation Impact
0.00
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article

Integrating Graphical and Formal Modelling to Analyse the Impact of Cyberattacks on Safety of Networked Control Systems

Ehsan Poorhadi, Elena Troubitsyna
Systems
Smart Grid Security and Resilience
article

Integrating Graphical and Formal Modelling to Analyse the Impact of Cyberattacks on Safety of Networked Control Systems

Ehsan Poorhadi, Elena Troubitsyna
article en

Abstract

Over recent years, the number of cyberattacks on safety-critical systems, including railways, has been rapidly increasing. To analyze the impact of cyberattacks on safety, we need to create methods supporting a systematic and rigorous analysis of system behavior in the presence of cyber threats. In this paper, we propose a novel methodology and automated tool support for an integrated analysis of the impact of cyberattacks on the safety of railway systems. Our approach relies on graphical modeling in SysML, HAZOP-based analysis of cyber threats, and formal modeling in Event-B. The proposed approach allows the designers to identify and visualize the safety requirements that become violated as a result of various cyberattacks.

SystemsVol. 14(8)
KTH Royal Institute of Technology (SE)
Openalex Percentile: Top 12%
Smart Grid Security and Resilience
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