Graph-based detection for false data injection attacks in power grid

X Li, Y Wang, Z Lu - Energy, 2023 - Elsevier
False data injection attack (FDIA) is the main network attack type threatening power system.
FDIA affect the accuracy of data by modifying the measured values of measuring equipment …

A novel false data injection attack detection model of the cyber-physical power system

J Cao, D Wang, Z Qu, M Cui, P Xu, K Xue, K Hu - IEEE access, 2020 - ieeexplore.ieee.org
The False data injection attack (FDIA) against the Cyber-Physical Power System (CPPS) is a
kind of data integrity attack. With more and more cyber vulnerabilities detected out, different …

Joint detection and localization of stealth false data injection attacks in smart grids using graph neural networks

O Boyaci, MR Narimani, KR Davis… - … on Smart Grid, 2021 - ieeexplore.ieee.org
False data injection attacks (FDIA) are a main category of cyber-attacks threatening the
security of power systems. Contrary to the detection of these attacks, less attention has been …

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 …

A new AC false data injection attack method without network information

R Jiao, G Xun, X Liu, G Yan - IEEE Transactions on Smart Grid, 2021 - ieeexplore.ieee.org
Cyberattack emerges as a critical concern in Internet-of-Things integrated power systems.
Cybersecurity capabilities of power systems rely on a deep understanding of potential …

On feasibility and limitations of detecting false data injection attacks on power grid state estimation using D-FACTS devices

B Li, G Xiao, R Lu, R Deng… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Recent studies have investigated the possibilities of proactively detecting the high-profile
false data injection (FDI) attacks on power grid state estimation by using the distributed …

Data integrity attack detection using ensemble-based learning for cyber–physical power systems

H Goyel, KS Swarup - IEEE Transactions on Smart Grid, 2022 - ieeexplore.ieee.org
The modern power system has evolved into a cyber-physical system with the integration of
PMUs, smart meters, substation automation, and wide-area monitoring and control systems …

A highly discriminative detector against false data injection attacks in AC state estimation

G Cheng, Y Lin, J Zhao, J Yan - IEEE Transactions on Smart …, 2022 - ieeexplore.ieee.org
False data injection attacks (FDIAs) can bypass conventional bad data detection methods.
Recently developed FDIA detection methods based on statistical consistency of …

On false data injection attack against dynamic state estimation on smart power grids

H Karimipour, V Dinavahi - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
Although the advancement of cyber technologies in sensing, communication and smart
measurement devices significantly enhanced power system security and reliability, its …

False data injection attacks against nonlinear state estimation in smart power grids

MA Rahman, H Mohsenian-Rad - 2013 IEEE Power & Energy …, 2013 - ieeexplore.ieee.org
False data injection attacks are recently introduced as a class of cyber attacks against smart
grid's monitoring systems. They aim to compromise the readings of grid sensors and phasor …