TY - JOUR
T1 - Trends in Smart Grid Cyber-Physical Security
T2 - Components, Threats, and Solutions
AU - Manias, Dimitris M.
AU - Saber, Ahmad Mohammad
AU - Radaideh, Mohammed I.
AU - Gaber, Abdelrahman Tarek
AU - Maniatakos, Michail
AU - Zeineldin, Hatem
AU - Svetinovic, Davor
AU - El-Saadany, Ehab F.
N1 - Publisher Copyright:
© 2013 IEEE.
PY - 2024
Y1 - 2024
N2 - The increasing focus on cyber-physical security in Smart Grids (SGs) has catalyzed a surge in research over recent years. This paper comprehensively reviews SG cyber-physical security advancements, diverging from conventional studies that concentrate on specific attack types. It begins with a structured overview of SGs, delineating their cyber and physical layers and analyzing the key processes: generation, transmission, distribution, and consumption. Subsequent sections critique existing survey studies, identifying gaps and underscoring overlooked aspects in the current literature, particularly concerning the challenges faced. The review progresses to analyze current research trends in SG security, evaluating methodologies across both layers and categorizing them into Machine Learning-based, data-driven, and model-based approaches. The analysis includes a detailed classification of research focused on Control, Monitoring, and Protection across each component and stage of SGs. Additionally, the paper examines emerging cyberattack strategies in SGs that have not been extensively reviewed in existing literature. In conclusion, the paper reflects on significant gaps and challenges in SG cyber-physical security research, underscoring the need for further exploration and innovation in this domain. Thus, this review serves as a critical roadmap for future research, delineating the current state and potential directions in the rapidly evolving field of SG security.
AB - The increasing focus on cyber-physical security in Smart Grids (SGs) has catalyzed a surge in research over recent years. This paper comprehensively reviews SG cyber-physical security advancements, diverging from conventional studies that concentrate on specific attack types. It begins with a structured overview of SGs, delineating their cyber and physical layers and analyzing the key processes: generation, transmission, distribution, and consumption. Subsequent sections critique existing survey studies, identifying gaps and underscoring overlooked aspects in the current literature, particularly concerning the challenges faced. The review progresses to analyze current research trends in SG security, evaluating methodologies across both layers and categorizing them into Machine Learning-based, data-driven, and model-based approaches. The analysis includes a detailed classification of research focused on Control, Monitoring, and Protection across each component and stage of SGs. Additionally, the paper examines emerging cyberattack strategies in SGs that have not been extensively reviewed in existing literature. In conclusion, the paper reflects on significant gaps and challenges in SG cyber-physical security research, underscoring the need for further exploration and innovation in this domain. Thus, this review serves as a critical roadmap for future research, delineating the current state and potential directions in the rapidly evolving field of SG security.
KW - cyber-physical systems
KW - Cyberattacks
KW - cybersecurity
KW - FDIA
KW - novel cyberattacks
KW - smart grids
UR - http://www.scopus.com/inward/record.url?scp=85207633771&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85207633771&partnerID=8YFLogxK
U2 - 10.1109/ACCESS.2024.3477714
DO - 10.1109/ACCESS.2024.3477714
M3 - Review article
AN - SCOPUS:85207633771
SN - 2169-3536
VL - 12
SP - 161329
EP - 161356
JO - IEEE Access
JF - IEEE Access
ER -