Smart grid cyber-physical situational awareness of complex operational technology attacks: A review

MN Nafees, N Saxena, A Cardenas, S Grijalva… - ACM Computing …, 2023 - dl.acm.org
The smart grid (SG), regarded as the complex cyber-physical ecosystem of infrastructures,
orchestrates advanced communication, computation, and control technologies to interact …

Machine learning for intrusion detection in industrial control systems: Applications, challenges, and recommendations

MA Umer, KN Junejo, MT Jilani, AP Mathur - International Journal of …, 2022 - Elsevier
Methods from machine learning are used in the design of secure Industrial Control Systems.
Such methods focus on two major areas: detection of intrusions at the network level using …

Cyber-security in smart grid: Survey and challenges

Z El Mrabet, N Kaabouch, H El Ghazi… - Computers & Electrical …, 2018 - Elsevier
Smart grid uses the power of information technology to intelligently deliver energy by using a
two-way communication and wisely meet the environmental requirements by facilitating the …

Big data meet cyber-physical systems: A panoramic survey

R Atat, L Liu, J Wu, G Li, C Ye, Y Yang - IEEE Access, 2018 - ieeexplore.ieee.org
The world is witnessing an unprecedented growth of cyber-physical systems (CPS), which
are foreseen to revolutionize our world via creating new services and applications in a …

Securing the smart grid: A comprehensive compilation of intrusion detection and prevention systems

PI Radoglou-Grammatikis, PG Sarigiannidis - Ieee Access, 2019 - ieeexplore.ieee.org
The smart grid (SG) paradigm is the next technological leap of the conventional electrical
grid, contributing to the protection of the physical environment and providing multiple …

Enabling cyber‐physical communication in 5G cellular networks: challenges, spatial spectrum sensing, and cyber‐security

R Atat, L Liu, H Chen, J Wu, H Li… - IET Cyber‐Physical …, 2017 - Wiley Online Library
Cyber‐physical systems (CPS) help create new services and applications by revolutionising
our world in different fields through their tight interactions and automated decisions. This is …

A survey on intrusion detection and prevention systems in digital substations

SE Quincozes, C Albuquerque, D Passos, D Mossé - Computer Networks, 2021 - Elsevier
Smart Grids integrate the traditional power grid with information processing and
communication technologies. In particular, substation intelligent devices can now …

Multidimensional intrusion detection system for IEC 61850-based SCADA networks

Y Yang, HQ Xu, L Gao, YB Yuan… - … on Power Delivery, 2016 - ieeexplore.ieee.org
Emerging cybersecurity vulnerabilities in supervisory control and data acquisition (SCADA)
systems are becoming urgent engineering issues for modern substations. This paper …

A review of research work on network-based scada intrusion detection systems

SVB Rakas, MD Stojanović… - IEEE Access, 2020 - ieeexplore.ieee.org
Specific intrusion detection systems (IDSs) are needed to secure modern supervisory control
and data acquisition (SCADA) systems due to their architecture, stringent real-time …

Enhancing cyber-resiliency of DER-based smart grid: A survey

M Liu, F Teng, Z Zhang, P Ge, M Sun… - … on Smart Grid, 2024 - ieeexplore.ieee.org
The rapid development of information and communications technology has enabled the use
of digital-controlled and software-driven distributed energy resources (DERs) to improve the …