Application of big data and machine learning in smart grid, and associated security concerns: A review

E Hossain, I Khan, F Un-Noor, SS Sikander… - Ieee …, 2019 - ieeexplore.ieee.org
This paper conducts a comprehensive study on the application of big data and machine
learning in the electrical power grid introduced through the emergence of the next …

[HTML][HTML] 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 …

A review of false data injection attacks against modern power systems

G Liang, J Zhao, F Luo, SR Weller… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
With rapid advances in sensor, computer, and communication networks, modern power
systems have become complicated cyber-physical systems. Assessing and enhancing cyber …

False data injection on state estimation in power systems—Attacks, impacts, and defense: A survey

R Deng, G **ao, R Lu, H Liang… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
The accurately estimated state is of great importance for maintaining a stable running
condition of power systems. To maintain the accuracy of the estimated state, bad data …

Comprehensive survey and taxonomies of false data injection attacks in smart grids: attack models, targets, and impacts

HT Reda, A Anwar, A Mahmood - Renewable and Sustainable Energy …, 2022 - Elsevier
Smart Grid is organically growing over the centrally controlled power system and becoming
a massively interconnected cyber–physical system with advanced technologies of fast …

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 …

State of the art of cyber-physical systems security: An automatic control perspective

YZ Lun, A D'Innocenzo, F Smarra, I Malavolta… - Journal of Systems and …, 2019 - Elsevier
Cyber-physical systems are integrations of computation, networking, and physical
processes. Due to the tight cyber-physical coupling and to the potentially disrupting …

Evaluation of reinforcement learning-based false data injection attack to automatic voltage control

Y Chen, S Huang, F Liu, Z Wang… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
False data injection (FDI) attacks intend to threaten the security of power systems. In this
paper, a novel strategy of FDI attacks is proposed, which aims to distort normal operation of …

Cybersecurity in distributed power systems

Z Li, M Shahidehpour, F Aminifar - Proceedings of the IEEE, 2017 - ieeexplore.ieee.org
This paper presents the application of cybersecurity to the operation and control of
distributed electric power systems. In particular, the paper emphasizes the role of …

Vulnerability analysis and consequences of false data injection attack on power system state estimation

J Liang, L Sankar, O Kosut - IEEE Transactions on Power …, 2015 - ieeexplore.ieee.org
An unobservable false data injection (FDI) attack on AC state estimation (SE) is introduced
and its consequences on the physical system are studied. With a focus on understanding the …