A survey of cyber attacks on cyber physical systems: Recent advances and challenges
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 …
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
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 …
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
Cyber-physical systems (CPSs) empower the integration of physical processes and cyber
infrastructure with the aid of ubiquitous computation resources and communication …
infrastructure with the aid of ubiquitous computation resources and communication …
Byzantine machine learning: A primer
The problem of Byzantine resilience in distributed machine learning, aka Byzantine machine
learning, consists of designing distributed algorithms that can train an accurate model …
learning, consists of designing distributed algorithms that can train an accurate model …
State estimation under false data injection attacks: Security analysis and system protection
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 …
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
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 …
controlled remotely. These features make them more vulnerable to cyber attacks. Since …
A systems and control perspective of CPS security
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 …
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 …
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
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 …
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
Cyber-physical systems are integrations of computation, networking, and physical
processes. Due to the tight cyber-physical coupling and to the potentially disrupting …
processes. Due to the tight cyber-physical coupling and to the potentially disrupting …