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 …

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 …

Cyber-security challenges in aviation industry: A review of current and future trends

E Ukwandu, MA Ben-Farah, H Hindy, M Bures… - Information, 2022 - mdpi.com
The integration of Information and Communication Technology (ICT) tools into mechanical
devices in routine use within the aviation industry has heightened cyber-security concerns …

A review of cyber-ranges and test-beds: Current and future trends

E Ukwandu, MAB Farah, H Hindy, D Brosset… - Sensors, 2020 - mdpi.com
Cyber situational awareness has been proven to be of value in forming a comprehensive
understanding of threats and vulnerabilities within organisations, as the degree of exposure …

A review on security analysis of cyber physical systems using Machine learning

AA Jamal, AAM Majid, A Konev, T Kosachenko… - Materials today …, 2023 - Elsevier
Abstract The concept of Cyber Physical System (CPS) is widely used in different industries
across the globe. In fact, it is the holistic approach towards dealing with cyber space and …

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 …

On the generation of anomaly detection datasets in industrial control systems

ÁLP Gómez, LF Maimó, AH Celdrán… - IEEE …, 2019 - ieeexplore.ieee.org
In recent decades, Industrial Control Systems (ICS) have been affected by heterogeneous
cyberattacks that have a huge impact on the physical world and the people's safety …

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 …

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 …

Unleashing the digital twin's potential for ics security

M Dietz, G Pernul - IEEE Security & Privacy, 2020 - ieeexplore.ieee.org
With the advent of Industry 4.0 (I4. 0), traditional operational-technology and IT systems
converge, entailing novel attack vectors. However, I4. 0 technologies might also contribute to …