Smart grid cyber-physical situational awareness of complex operational technology attacks: A review

MN Nafees, N Saxena, A Cardenas, S Grijalva… - ACM Computing …, 2023 - dl.acm.org
The smart grid (SG), regarded as the complex cyber-physical ecosystem of infrastructures,
orchestrates advanced communication, computation, and control technologies to interact …

Machine learning for cybersecurity in smart grids: A comprehensive review-based study on methods, solutions, and prospects

T Berghout, M Benbouzid, SM Muyeen - International Journal of Critical …, 2022 - Elsevier
Abstract In modern Smart Grids (SGs) ruled by advanced computing and networking
technologies, condition monitoring relies on secure cyberphysical connectivity. Due to this …

Cyber-security on smart grid: Threats and potential solutions

MZ Gunduz, R Das - Computer networks, 2020 - Elsevier
The smart grid is one of the most significant applications of the Internet of Things (IoT). As
information and communication technologies (ICT) developed and applied in traditional …

A unified deep learning anomaly detection and classification approach for smart grid environments

I Siniosoglou, P Radoglou-Grammatikis… - … on Network and …, 2021 - ieeexplore.ieee.org
The interconnected and heterogeneous nature of the next-generation Electrical Grid (EG),
widely known as Smart Grid (SG), bring severe cybersecurity and privacy risks that can also …

[HTML][HTML] Digital twin-driven SDN for smart grid: A deep learning integrated blockchain for cybersecurity

P Kumar, R Kumar, A Aljuhani, D Javeed, A Jolfaei… - Solar Energy, 2023 - Elsevier
Abstract Internet of Things (IoT)-enabled Smart Grid (SG) network is envisioned as the next-
generation network for intelligent and efficient electric power transmission. In SG …

Cyber threats to smart grids: Review, taxonomy, potential solutions, and future directions

J Ding, A Qammar, Z Zhang, A Karim, H Ning - Energies, 2022 - mdpi.com
Smart Grids (SGs) are governed by advanced computing, control technologies, and
networking infrastructure. However, compromised cybersecurity of the smart grid not only …

Cybersecurity in power grids: Challenges and opportunities

T Krause, R Ernst, B Klaer, I Hacker, M Henze - Sensors, 2021 - mdpi.com
Increasing volatilities within power transmission and distribution force power grid operators
to amplify their use of communication infrastructure to monitor and control their grid. The …

Secure and resilient demand side management engine using machine learning for IoT-enabled smart grid

M Babar, MU Tariq, MA Jan - Sustainable Cities and Society, 2020 - Elsevier
The national security, economy, and healthcare heavily rely on the reliable distribution of
electricity. The incorporation of communication technologies and sensors in the power …

A survey of denial-of-service attacks and solutions in the smart grid

A Huseinović, S Mrdović, K Bicakci, S Uludag - IEEE Access, 2020 - ieeexplore.ieee.org
The scope, scale, and intensity of real, as well as potential attacks, on the Smart Grid have
been increasing and thus gaining more attention. An important component of Smart Grid …

[HTML][HTML] Systematic survey of advanced metering infrastructure security: Vulnerabilities, attacks, countermeasures, and future vision

M Shokry, AI Awad, MK Abd-Ellah… - Future Generation …, 2022 - Elsevier
There is a paradigm shift from traditional power distribution systems to smart grids (SGs) due
to advances in information and communication technology. An advanced metering …