[HTML][HTML] A systematic literature review of methods and datasets for anomaly-based network intrusion detection

Z Yang, X Liu, T Li, D Wu, J Wang, Y Zhao, H Han - Computers & Security, 2022 - Elsevier
As network techniques rapidly evolve, attacks are becoming increasingly sophisticated and
threatening. Network intrusion detection has been widely accepted as an effective method to …

A critical review of robustness in power grids using complex networks concepts

L Cuadra, S Salcedo-Sanz, J Del Ser… - Energies, 2015 - mdpi.com
This paper reviews the most relevant works that have investigated robustness in power grids
using Complex Networks (CN) concepts. In this broad field there are two different …

Deep learning for cyber security intrusion detection: Approaches, datasets, and comparative study

MA Ferrag, L Maglaras, S Moschoyiannis… - Journal of Information …, 2020 - Elsevier
In this paper, we present a survey of deep learning approaches for cyber security intrusion
detection, the datasets used, and a comparative study. Specifically, we provide a review of …

Real-time detection of false data injection attacks in smart grid: A deep learning-based intelligent mechanism

Y He, GJ Mendis, J Wei - IEEE Transactions on Smart Grid, 2017 - ieeexplore.ieee.org
Application of computing and communications intelligence effectively improves the quality of
monitoring and control of smart grids. However, the dependence on information technology …

A review on resilience assessment of energy systems

P Gasser, P Lustenberger, M Cinelli… - Sustainable and …, 2021 - Taylor & Francis
Energy systems are regularly subject to major disruptions affecting economic activities,
operation of infrastructure and the society as a whole. Resilience assessment comprises the …

Comparing the topological and electrical structure of the North American electric power infrastructure

E Cotilla-Sanchez, PDH Hines, C Barrows… - IEEE Systems …, 2012 - ieeexplore.ieee.org
The topological (graph) structure of complex networks often provides valuable information
about the performance and vulnerability of the network. However, there are multiple ways to …

Statistical considerations in the creation of realistic synthetic power grids for geomagnetic disturbance studies

AB Birchfield, KM Gegner, T Xu… - … on Power Systems, 2016 - ieeexplore.ieee.org
Studies to evaluate the power system impacts of geomagnetic disturbances (GMDs) can
benefit from geographically realistic public test cases to validate methodologies and …

Power flow convergence and reactive power planning in the creation of large synthetic grids

AB Birchfield, T Xu, TJ Overbye - IEEE Transactions on Power …, 2018 - ieeexplore.ieee.org
To encourage and support innovation, synthetic electric grids are fictional, designed systems
that mimic the complexity of actual electric grids but contain no confidential information …

Decentralized controls and communications for autonomous distribution networks in smart grid

CH Lo, N Ansari - IEEE transactions on smart grid, 2012 - ieeexplore.ieee.org
The traditional power grid system was constructed in a centralized and radial topology
where power is generated and delivered from one end to the other. Conventional methods …

Abruptness of cascade failures in power grids

S Pahwa, C Scoglio, A Scala - Scientific reports, 2014 - nature.com
Electric power-systems are one of the most important critical infrastructures. In recent years,
they have been exposed to extreme stress due to the increasing demand, the introduction of …