A survey on smart grid cyber-physical system testbeds

MH Cintuglu, OA Mohammed, K Akkaya… - … Surveys & Tutorials, 2016 - ieeexplore.ieee.org
An increasing interest is emerging on the development of smart grid cyber-physical system
testbeds. As new communication and information technologies emerge, innovative cyber …

A taxonomy of supervised learning for idss in scada environments

J Suaboot, A Fahad, Z Tari, J Grundy… - ACM Computing …, 2020 - dl.acm.org
Supervisory Control and Data Acquisition (SCADA) systems play an important role in
monitoring industrial processes such as electric power distribution, transport systems, water …

Machine learning-based intrusion detection for smart grid computing: A survey

N Sahani, R Zhu, JH Cho, CC Liu - ACM Transactions on Cyber-Physical …, 2023 - dl.acm.org
Machine learning (ML)-based intrusion detection system (IDS) approaches have been
significantly applied and advanced the state-of-the-art system security and defense …

Denial-of-service attack on IEC 61850-based substation automation system: A crucial cyber threat towards smart substation pathways

S Ashraf, MH Shawon, HM Khalid, SM Muyeen - Sensors, 2021 - mdpi.com
The generation of the mix-based expansion of modern power grids has urged the utilization
of digital infrastructures. The introduction of Substation Automation Systems (SAS) …

Industrial and critical infrastructure security: Technical analysis of real-life security incidents

GM Makrakis, C Kolias, G Kambourakis, C Rieger… - Ieee …, 2021 - ieeexplore.ieee.org
Critical infrastructures and industrial organizations aggressively move towards integrating
elements of modern Information Technology (IT) into their monolithic Operational …

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 …

Multi-agent approach for enhancing security of protection schemes in cyber-physical energy systems

MS Rahman, MA Mahmud, AMT Oo… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
This paper presents a distributed multiagent scheme to detect and identify cyber threats on
the protection systems of power grids. The integration of information and communication …

An electric power digital twin for cyber security testing, research and education

NK Kandasamy, S Venugopalan, TK Wong… - Computers and Electrical …, 2022 - Elsevier
Abstract Cyber–Physical Systems (CPS) rely on communication and control technologies to
efficiently manage devices in the system. However, a wide variety of potential security …

Review on cyber vulnerabilities of communication protocols in industrial control systems

Y Xu, Y Yang, T Li, J Ju, Q Wang - 2017 IEEE Conference on …, 2017 - ieeexplore.ieee.org
With the progress of the energy system integration, industrial control system (ICS) plays a
more significant role in monitoring and controlling critical infrastructures. The main function …

Vulnerability and impact analysis of the IEC 61850 GOOSE protocol in the smart grid

HT Reda, B Ray, P Peidaee, A Anwar, A Mahmood… - Sensors, 2021 - mdpi.com
IEC 61850 is one of the most prominent communication standards adopted by the smart grid
community due to its high scalability, multi-vendor interoperability, and support for several …