A sequential supervised machine learning approach for cyber attack detection in a smart grid system

YA Farrukh, Z Ahmad, I Khan… - 2021 North American …, 2021 - ieeexplore.ieee.org
Modern smart grid systems are heavily dependent on Information and Communication
Technology, and this dependency makes them prone to cyber-attacks. The occurrence of a …

Power transformers internal fault diagnosis based on deep convolutional neural networks

M Afrasiabi, S Afrasiabi, B Parang… - Journal of Intelligent …, 2019 - content.iospress.com
Differential protection of power transformers, as the fundamental protection, plays an
important role in power system reliability and security. The main challenge in differential …

Simulation of a rtu cyber attack on a transformer bank

P Top, E Banks, PD Barnes… - 2017 IEEE Power & …, 2017 - ieeexplore.ieee.org
A cyber attack scenario on a substation transformer bank is explored. A hypothetical
malware has been installed on a transmission substation remote terminal unit (RTU), which …

Cybersecurity in Cyber–Physical Power Systems

LF Ribas Monteiro, YR Rodrigues… - Energies, 2023 - mdpi.com
The current energy transition combined with the modernization of power systems has
provided meaningful transformations in the transmission, distribution, operation, planning …

Electric power grid resilience to cyber adversaries: State of the art

T Nguyen, S Wang, M Alhazmi, M Nazemi… - IEEE …, 2020 - ieeexplore.ieee.org
The smart electricity grids have been evolving to a more complex cyber-physical ecosystem
of infrastructures with integrated communication networks, new carbon-free sources of …

Cyber-physical systems security for smart grid

M Govindarasu, A Hann, P Sauer - Power Systems Engineering …, 2012 - energy.gov
One thing that virtually all of the information hierarchy components must deal with is cyber
and physical security. This webinar (and the associated white paper) focuses on identifying …

A robust cyberattack detection approach using optimal features of SCADA power systems in smart grids

A Gumaei, MM Hassan, S Huda, MR Hassan… - Applied Soft …, 2020 - Elsevier
Smart grids are a type of complex cyber–physical system (CPS) that integrates the
communication capabilities of smart devices into the grid to facilitate remote operation and …

Integrated cyber and physical anomaly location and classification in power distribution systems

M Ganjkhani, M Gilanifar, J Giraldo… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Identifying the anomaly location and type (fault or attack) is of paramount importance for
enhancing cyber-physical situational awareness, and taking informed and effective …

Deep learning architecture for processing cyber-physical data in the electric grid

D Calzada, S Hossain-McKenzie… - 2022 IEEE Power and …, 2022 - ieeexplore.ieee.org
Due to the increasing complexity of energy systems and consequent increase in attack
vectors, protecting the power grid from unknown disturbances and attacks using special …

Cyber–physical security for on‐going smart grid initiatives: a survey

MM Hossain, C Peng - IET Cyber‐Physical Systems: Theory & …, 2020 - Wiley Online Library
The smart grid is an upgraded concept of electricity network with tight coupling among
information, control, and bi‐directional communication technologies. Along with the silent …