A survey of cyber attacks on cyber physical systems: Recent advances and challenges

W Duo, MC Zhou, A Abusorrah - IEEE/CAA Journal of …, 2022 - ieeexplore.ieee.org
A cyber physical system (CPS) is a complex system that integrates sensing, computation,
control and networking into physical processes and objects over Internet. It plays a key role …

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 …

Secure state estimation and control of cyber-physical systems: A survey

D Ding, QL Han, X Ge, J Wang - IEEE Transactions on Systems …, 2020 - ieeexplore.ieee.org
Cyber-physical systems (CPSs) empower the integration of physical processes and cyber
infrastructure with the aid of ubiquitous computation resources and communication …

Byzantine machine learning: A primer

R Guerraoui, N Gupta, R Pinot - ACM Computing Surveys, 2024 - dl.acm.org
The problem of Byzantine resilience in distributed machine learning, aka Byzantine machine
learning, consists of designing distributed algorithms that can train an accurate model …

State estimation under false data injection attacks: Security analysis and system protection

L Hu, Z Wang, QL Han, X Liu - Automatica, 2018 - Elsevier
The security issue in the state estimation problem is investigated for a networked control
system (NCS). The communication channels between the sensors and the remote estimator …

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 …

A systems and control perspective of CPS security

SM Dibaji, M Pirani, DB Flamholz… - Annual reviews in …, 2019 - Elsevier
The comprehensive integration of instrumentation, communication, and control into physical
systems has led to the study of Cyber-Physical Systems (CPSs), a field that has recently …

Data‐driven physics‐based digital twins via a library of component‐based reduced‐order models

MG Kapteyn, DJ Knezevic, DBP Huynh… - International Journal …, 2022 - Wiley Online Library
This work proposes an approach that combines a library of component‐based reduced‐
order models with Bayesian state estimation in order to create data‐driven physics‐based …

Efficient cyber attack detection in industrial control systems using lightweight neural networks and pca

M Kravchik, A Shabtai - IEEE transactions on dependable and …, 2021 - ieeexplore.ieee.org
Industrial control systems (ICSs) are widely used and vital to industry and society. Their
failure can have severe impact on both the economy and human life. Hence, these systems …

State of the art of cyber-physical systems security: An automatic control perspective

YZ Lun, A D'Innocenzo, F Smarra, I Malavolta… - Journal of Systems and …, 2019 - Elsevier
Cyber-physical systems are integrations of computation, networking, and physical
processes. Due to the tight cyber-physical coupling and to the potentially disrupting …