Design techniques and applications of cyberphysical systems: A survey

SK Khaitan, JD McCalley - IEEE systems journal, 2014 - ieeexplore.ieee.org
Cyberphysical systems (CPSs) are new class of engineered systems that offer close
interaction between cyber and physical components. The field of CPS has been identified as …

Modeling and control of cyber-physical systems subject to cyber attacks: A survey of recent advances and challenges

MS Mahmoud, MM Hamdan, UA Baroudi - Neurocomputing, 2019 - Elsevier
Abstract Cyber Physical Systems (CPS) are almost everywhere; they can be accessed and
controlled remotely. These features make them more vulnerable to cyber attacks. Since …

Attack detection and identification in cyber-physical systems

F Pasqualetti, F Dörfler, F Bullo - IEEE transactions on …, 2013 - ieeexplore.ieee.org
Cyber-physical systems are ubiquitous in power systems, transportation networks, industrial
control processes, and critical infrastructures. These systems need to operate reliably in the …

Secure estimation and control for cyber-physical systems under adversarial attacks

H Fawzi, P Tabuada, S Diggavi - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
The vast majority of today's critical infrastructure is supported by numerous feedback control
loops and an attack on these control loops can have disastrous consequences. This is a …

A secure control framework for resource-limited adversaries

A Teixeira, I Shames, H Sandberg, KH Johansson - Automatica, 2015 - Elsevier
Cyber-secure networked control is modeled, analyzed, and experimentally illustrated in this
paper. An attack space defined by the adversary's model knowledge, disclosure, and …

Cyber–physical systems: A perspective at the centennial

KD Kim, PR Kumar - Proceedings of the IEEE, 2012 - ieeexplore.ieee.org
Cyber-physical systems (CPSs) are the next generation of engineered systems in which
computing, communication, and control technologies are tightly integrated. Research on …

Detecting cyber attacks in industrial control systems using convolutional neural networks

M Kravchik, A Shabtai - Proceedings of the 2018 workshop on cyber …, 2018 - dl.acm.org
This paper presents a study on detecting cyber attacks on industrial control systems (ICS)
using convolutional neural networks. The study was performed on a Secure Water …

Anomaly detection for a water treatment system using unsupervised machine learning

J Inoue, Y Yamagata, Y Chen… - … conference on data …, 2017 - ieeexplore.ieee.org
In this paper, we propose and evaluate the application of unsupervised machine learning to
anomaly detection for a Cyber-Physical System (CPS). We compare two methods: Deep …

Optimal linear cyber-attack on remote state estimation

Z Guo, D Shi, KH Johansson… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Recent years have witnessed the surge of interest of security issues in cyber-physical
systems. In this paper, we consider malicious cyber attacks in a remote state estimation …

Attack models and scenarios for networked control systems

A Teixeira, D Pérez, H Sandberg… - Proceedings of the 1st …, 2012 - dl.acm.org
Cyber-secure networked control is modeled, analyzed, and experimentally illustrated in this
paper. An attack space defined by the adversary's system knowledge, disclosure, and …