False data injection attacks against state estimation in electric power grids

Y Liu, P Ning, MK Reiter - ACM Transactions on Information and System …, 2011 - dl.acm.org
… systematically and efficiently construct attack vectors in both … extend these attacks to
generalized false data injection attacks, … of these attacks through simulation using IEEE test …

False data injection attacks with incomplete information against smart power grids

MA Rahman, H Mohsenian-Rad - 2012 IEEE Global …, 2012 - ieeexplore.ieee.org
data detection tests that are commonly used in power system state estimation. However, in
this paper, we explain that a realistic false data injection attack is essentially an attackgrid

A review of false data injection attacks against modern power systems

G Liang, J Zhao, F Luo, SR Weller… - … on Smart Grid, 2016 - ieeexplore.ieee.org
… , of utmost importance for the future electricity grid. In a successful false data injection
attack (FDIA), an attacker compromises measurements from grid sensors in such a way that …

Detecting false data injection attacks on power grid by sparse optimization

L Liu, M Esmalifalak, Q Ding… - … on Smart Grid, 2014 - ieeexplore.ieee.org
… In this section, we show that the detection and identification of false data injection attacks in
electric power grid can be formulated as a low rank matrix separation problem. Two methods…

Survey of machine learning methods for detecting false data injection attacks in power systems

A Sayghe, Y Hu, I Zografopoulos, XR Liu… - … Smart Grid, 2020 - Wiley Online Library
… promptly to increase the security and reliability of the power system. This paper focuses on
false data injection attacks (FDIAs), a type of cyberattack that injects false measurements to …

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
… bad data detection tests. However, in this paper, we examine the possibility of implementing
a false data injection attack … We characterize such attacks when the attacker has perfect and …

False data injection attacks induced sequential outages in power systems

L Che, X Liu, Z Li, Y Wen - … Transactions on Power Systems, 2018 - ieeexplore.ieee.org
… to trigger sequential outages and thus impose large damages to the grid. In this attack
mechanism, the attacker constructs an optimal false data injection attack to intentionally trigger a …

Optimal protection strategy against false data injection attacks in power systems

X Liu, Z Li, Z Li - IEEE Transactions on Smart Grid, 2016 - ieeexplore.ieee.org
… Modern power systems are vulnerable to false data injection attacks since a relatively weak
attacker can launch a successful attack without being detected. In this paper, we formulate …

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

X Li, Y Wang, Z Lu - Energy, 2023 - Elsevier
… on graph neural network is proposed in this paper, which extracts the spatial features of
power grid topology information and operation data through gated graph neural network (GGNN)…

Detecting stealthy false data injection attacks in power grids using deep learning

M Ashrafuzzaman, Y Chakhchoukh… - … & Mobile Computing …, 2018 - ieeexplore.ieee.org
Attack Model False data injection attacks can be carried on … of the power grid, eg, transmission
systems, distribution systems, … FDI attacks on the static state estimation in the AC power