Machine learning for cybersecurity in smart grids: A comprehensive review-based study on methods, solutions, and prospects
Abstract In modern Smart Grids (SGs) ruled by advanced computing and networking
technologies, condition monitoring relies on secure cyberphysical connectivity. Due to this …
technologies, condition monitoring relies on secure cyberphysical connectivity. Due to this …
[HTML][HTML] Cyber threats to smart grids: Review, taxonomy, potential solutions, and future directions
Smart Grids (SGs) are governed by advanced computing, control technologies, and
networking infrastructure. However, compromised cybersecurity of the smart grid not only …
networking infrastructure. However, compromised cybersecurity of the smart grid not only …
Differential evolution-based three stage dynamic cyber-attack of cyber-physical power systems
With the rapid development of communication, control, and computer technology, traditional
power systems have evolved into cyber-physical power system (CPPS). However, CPPS not …
power systems have evolved into cyber-physical power system (CPPS). However, CPPS not …
Localization of dummy data injection attacks in power systems considering incomplete topological information: A spatio-temporal graph wavelet convolutional neural …
Z Qu, Y Dong, Y Li, S Song, T Jiang, M Li, Q Wang… - Applied Energy, 2024 - Elsevier
The emergence of novel the dummy data injection attack (DDIA) poses a severe threat to the
secure and stable operation of power systems. These attacks are particularly perilous due to …
secure and stable operation of power systems. These attacks are particularly perilous due to …
Representation-learning-based CNN for intelligent attack localization and recovery of cyber-physical power systems
Enabled by the advances in communication networks, computational units, and control
systems, cyber-physical power systems (CPPSs) are anticipated to be complex and smart …
systems, cyber-physical power systems (CPPSs) are anticipated to be complex and smart …
[HTML][HTML] Industrial cyber-physical systems protection: A methodological review
R Canonico, G Sperlì - Computers & Security, 2023 - Elsevier
Ubiquitous utilization of Information and Communication Technologies in modern
manufacturing plants has transformed them into Cyber-Physical Systems (CPSs), making …
manufacturing plants has transformed them into Cyber-Physical Systems (CPSs), making …
Genetic algorithm-based cumulative sum method for jamming attack detection of cyber-physical power systems
Jamming attack is one of the common malicious attacks in cyber-physical power systems
(CPPSs) to intervene measurements and systems. Timely detection of jamming attacks is …
(CPPSs) to intervene measurements and systems. Timely detection of jamming attacks is …
Security risk models against attacks in smart grid using big data and artificial intelligence
The need to update the electrical infrastructure led directly to the idea of smart grids (SG).
Modern security technologies are almost perfect for detecting and preventing numerous …
Modern security technologies are almost perfect for detecting and preventing numerous …
Constrained-differential-evolution-based stealthy sparse cyber-attack and countermeasure in an AC smart grid
As the next-generation power grids, smart grids are integrated with advanced information
and communication technology (ICT) to make the grid more efficient and stable than …
and communication technology (ICT) to make the grid more efficient and stable than …
Hybrid intelligent framework for carbon price prediction using improved variational mode decomposition and optimal extreme learning machine
J Wang, Q Cui, M He - Chaos, Solitons & Fractals, 2022 - Elsevier
As the climate problem continues to worsen, carbon trading markets for energy conservation
and emission reduction have been established in many countries. Accurate forecasting of …
and emission reduction have been established in many countries. Accurate forecasting of …