A comprehensive review of recent advances in smart grids: A sustainable future with renewable energy resources

I Alotaibi, MA Abido, M Khalid, AV Savkin - Energies, 2020 - mdpi.com
The smart grid is an unprecedented opportunity to shift the current energy industry into a
new era of a modernized network where the power generation, transmission, and …

Cyber security of a power grid: State-of-the-art

CC Sun, A Hahn, CC Liu - International Journal of Electrical Power & …, 2018 - Elsevier
The integration of computing and communication capabilities with the power grid has led to
numerous vulnerabilities in the cyber-physical system (CPS). This cyber security threat can …

Rethinking graph neural networks for anomaly detection

J Tang, J Li, Z Gao, J Li - International Conference on …, 2022 - proceedings.mlr.press
Abstract Graph Neural Networks (GNNs) are widely applied for graph anomaly detection. As
one of the key components for GNN design is to select a tailored spectral filter, we take the …

Attack graph model for cyber-physical power systems using hybrid deep learning

A Presekal, A Ştefanov, VS Rajkumar… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Electrical power grids are vulnerable to cyber attacks, as seen in Ukraine in 2015 and 2016.
However, existing attack detection methods are limited. Most of them are based on power …

Cyber‐physical attacks and defences in the smart grid: a survey

H He, J Yan - IET Cyber‐Physical Systems: Theory & …, 2016 - Wiley Online Library
The smart grid is arguably one of the most complex cyber‐physical systems (CPS). Complex
security challenges have been revealed in both the physical and the cyber parts of the smart …

Online false data injection attack detection with wavelet transform and deep neural networks

JQ James, Y Hou, VOK Li - IEEE Transactions on Industrial …, 2018 - ieeexplore.ieee.org
State estimation is critical to the operation and control of modern power systems. However,
many cyber-attacks, such as false data injection attacks, can circumvent conventional …

Detection of faults and attacks including false data injection attack in smart grid using Kalman filter

K Manandhar, X Cao, F Hu, Y Liu - IEEE transactions on control …, 2014 - ieeexplore.ieee.org
By exploiting the communication infrastructure among the sensors, actuators, and control
systems, attackers may compromise the security of smart-grid systems, with techniques such …

Developing a hybrid intrusion detection system using data mining for power systems

S Pan, T Morris, U Adhikari - IEEE Transactions on Smart Grid, 2015 - ieeexplore.ieee.org
Synchrophasor systems provide an immense volume of data for wide area monitoring and
control of power systems to meet the increasing demand of reliable energy. The construction …

On the definition of cyber-physical resilience in power systems

R Arghandeh, A Von Meier, L Mehrmanesh… - … and Sustainable Energy …, 2016 - Elsevier
Modern society relies heavily upon complex and widespread electric grids. In recent years,
advanced sensors, intelligent automation, communication networks, and information …

A systems and control perspective of CPS security

SM Dibaji, M Pirani, DB Flamholz… - Annual reviews in …, 2019 - Elsevier
The comprehensive integration of instrumentation, communication, and control into physical
systems has led to the study of Cyber-Physical Systems (CPSs), a field that has recently …