A survey on industrial control system testbeds and datasets for security research

M Conti, D Donadel, F Turrin - IEEE Communications Surveys & …, 2021 - ieeexplore.ieee.org
The increasing digitization and interconnection of legacy Industrial Control Systems (ICSs)
open new vulnerability surfaces, exposing such systems to malicious attackers. Furthermore …

Machine learning for cybersecurity in smart grids: A comprehensive review-based study on methods, solutions, and prospects

T Berghout, M Benbouzid, SM Muyeen - International Journal of Critical …, 2022 - Elsevier
Abstract In modern Smart Grids (SGs) ruled by advanced computing and networking
technologies, condition monitoring relies on secure cyberphysical connectivity. Due to this …

A survey on network security for cyber–physical systems: From threats to resilient design

S Kim, KJ Park, C Lu - IEEE Communications Surveys & …, 2022 - ieeexplore.ieee.org
Cyber-physical systems (CPS) are considered the integration of physical systems in the real
world and control software in computing systems. In CPS, the real world and the computing …

A survey on device behavior fingerprinting: Data sources, techniques, application scenarios, and datasets

PMS Sánchez, JMJ Valero, AH Celdrán… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
In the current network-based computing world, where the number of interconnected devices
grows exponentially, their diversity, malfunctions, and cybersecurity threats are increasing at …

Smart substation communications and cybersecurity: A comprehensive survey

J Gaspar, T Cruz, CT Lam… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
Electrical grids generate, transport, distribute and deliver electrical power to consumers
through a complex Critical Infrastructure which progressively shifted from an air-gaped to a …

[HTML][HTML] ICSSIM—a framework for building industrial control systems security testbeds

A Dehlaghi-Ghadim, A Balador, MH Moghadam… - Computers in …, 2023 - Elsevier
With the advent of the smart industry, Industrial Control Systems (ICS) moved from isolated
environments to connected platforms to meet Industry 4.0 targets. The inherent connectivity …

A survey on machine-learning based security design for cyber-physical systems

S Kim, KJ Park - Applied Sciences, 2021 - mdpi.com
A cyber-physical system (CPS) is the integration of a physical system into the real world and
control applications in a computing system, interacting through a communications network …

Lightweight long short-term memory variational auto-encoder for multivariate time series anomaly detection in industrial control systems

D Fährmann, N Damer, F Kirchbuchner, A Kuijper - Sensors, 2022 - mdpi.com
Heterogeneous cyberattacks against industrial control systems (ICSs) have had a strong
impact on the physical world in recent decades. Connecting devices to the internet enables …

Madics: A methodology for anomaly detection in industrial control systems

ÁL Perales Gómez, L Fernández Maimó… - Symmetry, 2020 - mdpi.com
Industrial Control Systems (ICSs) are widely used in critical infrastructures to support the
essential services of society. Therefore, their protection against terrorist activities, natural …

Anomaly detection dataset for industrial control systems

A Dehlaghi-Ghadim, MH Moghadam, A Balador… - IEEE …, 2023 - ieeexplore.ieee.org
Over the past few decades, Industrial Control Systems (ICS) have been targeted by
cyberattacks and are becoming increasingly vulnerable as more ICSs are connected to the …