Evaluation feature selection with using machine learning for cyber-attack detection in smart grid
The Smart Grid is a modern power grid that relies on advanced technologies to provide
reliable and sustainable electricity. However, its integration with various communication …
reliable and sustainable electricity. However, its integration with various communication …
Deep learning-based cyber resilient dynamic line rating forecasting
Increased integration of renewable energy resources into the grid may create new difficulties
for ensuring a sustainable power grid which drives electric utilities to use a number of cost …
for ensuring a sustainable power grid which drives electric utilities to use a number of cost …
Smart Grid and wind generators: an overview of cyber threats and vulnerabilities of power supply networks
I Fursov, K Yamkovyi, O Shmatko - Radioelectronic and Computer …, 2022 - nti.khai.edu
The subject of this study is the cyber vulnerability of wind generators, as part of the
cyberphysical system of intelligent power supply networks, Smart Grid. Wind generators …
cyberphysical system of intelligent power supply networks, Smart Grid. Wind generators …
Localizing false data injection attacks in smart grid: A spectrum-based neural network approach
Smart grid is confronted with cyberattacks due to the increasing dependence on cyberspace.
False data injection attacks (FDIAs) represent a major type of cyberattacks that cannot be …
False data injection attacks (FDIAs) represent a major type of cyberattacks that cannot be …
Preserving microgrid sustainability through robust islanding detection scheme ensuring cyber-situational awareness
Along with the numerous environmental and operational benefits of renewable energy
sources (RESs) integration into modern distribution networks, maintaining system security in …
sources (RESs) integration into modern distribution networks, maintaining system security in …
An accurate false data injection attack (FDIA) detection in renewable-rich power grids
M Mohammadpourfard, Y Weng… - 2022 10th Workshop …, 2022 - ieeexplore.ieee.org
An accurate state estimation (SE) considering increased uncertainty by the high penetration
of renewable energy systems (RESs) is more and more important to enhance situational …
of renewable energy systems (RESs) is more and more important to enhance situational …
Image processing based approach for false data injection attacks detection in power systems
H Moayyed, M Mohammadpourfard… - IEEE …, 2021 - ieeexplore.ieee.org
With more sensors being installed by utilities for accurate control of power grids, there is a
growing risk of vulnerability to sophisticated data integrity attacks such as false data injection …
growing risk of vulnerability to sophisticated data integrity attacks such as false data injection …
Survey of moving target defense in power grids: Design principles, tradeoffs, and future directions
S Lakshminarayana, Y Chen, C Konstantinou… - arXiv preprint arXiv …, 2024 - arxiv.org
Moving target defense (MTD) in power grids is an emerging defense technique that has
gained prominence in the recent past. It aims to solve the long-standing problem of securing …
gained prominence in the recent past. It aims to solve the long-standing problem of securing …
Cyber-physical attack conduction and detection in decentralized power systems
The expansion of power systems over large geographical areas renders centralized
processing inefficient. Therefore, the distributed operation is increasingly adopted. This work …
processing inefficient. Therefore, the distributed operation is increasingly adopted. This work …
Real-time detection of cyber-attacks in modern power grids with uncertainty using deep learning
M Mohammadpourfard, F Ghanaatpishe… - … on Smart Energy …, 2022 - ieeexplore.ieee.org
The smart grid, which is critical for developing smart cities, has a tool called state estimation
(SE), which enables operators to monitor the system's stability. While the SE result is …
(SE), which enables operators to monitor the system's stability. While the SE result is …