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Article

Risk–Observability Mismatch in an IEC 61850 Digital Substation: A Structured Cyber-Physical Assessment

by
Yaman Alolabi
1 and
Livinus Obiora Nweke
1,2,*
1
Department of Computing, Noroff University College, 4612 Kristiansand, Norway
2
Department of Information Security and Communication Technology, Norwegian University of Science and Technology (NTNU), 2815 Gjøvik, Norway
*
Author to whom correspondence should be addressed.
Appl. Sci. 2026, 16(11), 5237; https://doi.org/10.3390/app16115237 (registering DOI)
Submission received: 23 April 2026 / Revised: 15 May 2026 / Accepted: 20 May 2026 / Published: 23 May 2026
(This article belongs to the Special Issue Advanced Technology of Information Security and Privacy)

Abstract

IEC 61850 digital substations depend on communication services whose compromise can affect protection, supervision, and control. Existing work has advanced substation threat modeling, cyber-physical testbeds, and intrusion detection, but the relation between structured threat priority and operational observability remains under-characterized. This article examines that relation in a smart grid simulator (SGSim)-based IEC 61850 digital-substation environment. DFD-guided STRIDE analysis, CVSS v3.1 scoring, likelihood–impact prioritization, and ATT&CK for ICS mapping produce a 47-threat inventory. Three high-priority scenarios are then validated using packet-capture evidence and SCADA/HMI observations: a volumetric denial-of-service (DoS) attack against the IEC 60870-5-104 supervisory path, a TCP SYN flood targeting the same service endpoint, and a GOOSE false data injection (FDI) attack targeting event communication. The analysis distinguishes risk priority, operational observability, and operational consequence, and evaluates each attack across network, service, and operator planes. The results show that, in the studied environment, the validated high-priority attacks do not disclose their severity through a common visibility pattern. The volumetric DoS case is strongly visible and primarily compromises communication availability; the SYN flood weakens control recoverability while remaining weakly visible at the operator plane; and the GOOSE FDI case preserves communication continuity while falsifying the represented operational state. These findings indicate that visible disruption alone is insufficient for interpreting cyber-physical severity in the studied SGSim-based digital substation.
Keywords: IEC 61850; digital substations; cyber-physical security; threat modeling; risk assessment; observability; GOOSE; Denial of Service; false data injection IEC 61850; digital substations; cyber-physical security; threat modeling; risk assessment; observability; GOOSE; Denial of Service; false data injection

Share and Cite

MDPI and ACS Style

Alolabi, Y.; Nweke, L.O. Risk–Observability Mismatch in an IEC 61850 Digital Substation: A Structured Cyber-Physical Assessment. Appl. Sci. 2026, 16, 5237. https://doi.org/10.3390/app16115237

AMA Style

Alolabi Y, Nweke LO. Risk–Observability Mismatch in an IEC 61850 Digital Substation: A Structured Cyber-Physical Assessment. Applied Sciences. 2026; 16(11):5237. https://doi.org/10.3390/app16115237

Chicago/Turabian Style

Alolabi, Yaman, and Livinus Obiora Nweke. 2026. "Risk–Observability Mismatch in an IEC 61850 Digital Substation: A Structured Cyber-Physical Assessment" Applied Sciences 16, no. 11: 5237. https://doi.org/10.3390/app16115237

APA Style

Alolabi, Y., & Nweke, L. O. (2026). Risk–Observability Mismatch in an IEC 61850 Digital Substation: A Structured Cyber-Physical Assessment. Applied Sciences, 16(11), 5237. https://doi.org/10.3390/app16115237

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