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

A Sayghe, Y Hu, I Zografopoulos, XR Liu… - IET Smart …, 2020 - Wiley Online Library
… In this section, we first discuss the metrics used for the performance evaluation of machine
… Moreover, most of the prior works conducted simulation experiments. Thus, the efficiency of …

Plundervolt: Software-based fault injection attacks against Intel SGX

K Murdock, D Oswald, FD Garcia… - … IEEE Symposium on …, 2020 - ieeexplore.ieee.org
… We leave the examination of fault targets for Plundervolt, as well as the evaluation of their …
Compared to prior work [65] that demonstrated frequency scaling fault injection attacks …

Analysis of moving target defense against false data injection attacks on power grid

Z Zhang, R Deng, DKY Yau, P Cheng… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Prior works on MTD against stealthy FDI attacks have demonstrated success in defeating …
: a) Evaluation of our algorithm: First, with the IEEE 14-bus power system, we evaluate the …

Detection of false data injection attacks in smart grid utilizing ELM-based OCON framework

D Xue, X Jing, H Liu - IEEE Access, 2019 - ieeexplore.ieee.org
… the power system is a necessary priorevaluation of classifier is conducted in the ELM-based
OCON framework for FDI attacks detection. According to a standard technique to evaluate

Reliability evaluation for integrated power-gas systems with power-to-gas and gas storages

Z Zeng, T Ding, Y Xu, Y Yang… - … Transactions on Power …, 2019 - ieeexplore.ieee.org
… The prior-art study has not addressed the modeling of powerto-gas devices and gas storages
in the IPGS model in detail. In this paper, a comprehensive modeling of IPGS and the cor…

A survey on the detection algorithms for false data injection attacks in smart grids

AS Musleh, G Chen, ZY Dong - IEEE Transactions on Smart …, 2019 - ieeexplore.ieee.org
… Among these attacks, false data injection attack represents a … The significance and the
impacts of the false data injection … future detection algorithms for the false data injection attacks. …

Optimizing parameters of the DC power flow

B Taheri, DK Molzahn - Electric Power Systems Research, 2024 - Elsevier
… phasors, power injections, and power flows, the AC power flow … We note that this is distinct
from prior data-driven power flow … We will evaluate their performance on the test datasets in …

Detecting stealthy false data injection attacks in the smart grid using ensemble-based machine learning

M Ashrafuzzaman, S Das, Y Chakhchoukh, S Shiva… - Computers & …, 2020 - Elsevier
… They evaluated the models using MATPOWER simulations of IEEE 9-, 57- and 118-bus …
probability of an event based on some prior knowledge of certain conditions associated with that …

Characterizing power distribution attacks in multi-user FPGA environments

G Provelengios, D Holcomb… - 2019 29th International …, 2019 - ieeexplore.ieee.org
injection. In this work, we investigate the ability for aggressive … • We evaluate the ability of
power wasting circuits to exploit … Prior work has also shown that a shared FPGA PDN creates …

Ac power flow feasibility restoration via a state estimation-based post-processing algorithm

B Taheri, DK Molzahn - Electric Power Systems Research, 2024 - Elsevier
… voltage phasors and power injections that satisfy the AC power flow … AC power flow feasibility
is commonly used in prior literature, … We evaluate the efficacy of the suggested restoration …