A survey of physics-based attack detection in cyber-physical systems

J Giraldo, D Urbina, A Cardenas, J Valente… - ACM Computing …, 2018 - dl.acm.org
Monitoring the “physics” of cyber-physical systems to detect attacks is a growing area of
research. In its basic form, a security monitor creates time-series models of sensor readings …

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 …

An ensemble deep learning-based cyber-attack detection in industrial control system

A Al-Abassi, H Karimipour, A Dehghantanha… - Ieee …, 2020 - ieeexplore.ieee.org
The integration of communication networks and the Internet of Things (IoT) in Industrial
Control Systems (ICSs) increases their vulnerability towards cyber-attacks, causing …

[HTML][HTML] Security of smart manufacturing systems

N Tuptuk, S Hailes - Journal of manufacturing systems, 2018 - Elsevier
A revolution in manufacturing systems is underway: substantial recent investment has been
directed towards the development of smart manufacturing systems that are able to respond …

A survey on SCADA systems: secure protocols, incidents, threats and tactics

D Pliatsios, P Sarigiannidis, T Lagkas… - … Surveys & Tutorials, 2020 - ieeexplore.ieee.org
Supervisory Control and Data Acquisition (SCADA) systems are the underlying monitoring
and control components of critical infrastructures, such as power, telecommunication …

Enhancing IIoT networks protection: A robust security model for attack detection in Internet Industrial Control Systems

IA Khan, M Keshk, D Pi, N Khan, Y Hussain, H Soliman - Ad Hoc Networks, 2022 - Elsevier
Abstract Industrial Internet of Things (IIoT) networks involves heterogeneous technological
and manufacturing services and devices. The communication and data exchange …

A survey of intrusion detection techniques for cyber-physical systems

R Mitchell, IR Chen - ACM Computing Surveys (CSUR), 2014 - dl.acm.org
Pervasive healthcare systems, smart grids, and unmanned aircraft systems are examples of
Cyber-Physical Systems (CPSs) that have become highly integrated in the modern world. As …

Cyber–physical system security for the electric power grid

S Sridhar, A Hahn, M Govindarasu - Proceedings of the IEEE, 2011 - ieeexplore.ieee.org
The development of a trustworthy smart grid requires a deeper understanding of potential
impacts resulting from successful cyber attacks. Estimating feasible attack impact requires …

A survey of cyber security management in industrial control systems

W Knowles, D Prince, D Hutchison, JFP Disso… - International journal of …, 2015 - Elsevier
Contemporary industrial control systems no longer operate in isolation, but use other
networks (eg, corporate networks and the Internet) to facilitate and improve business …

Safety and security in cyber-physical systems and internet-of-things systems

M Wolf, D Serpanos - Proceedings of the IEEE, 2017 - ieeexplore.ieee.org
Safety and security have traditionally been distinct problems in engineering and computer
science. The introduction of computing elements to create cyber-physical systems (CPSs) …