[HTML][HTML] A survey on machine-learning based security design for cyber-physical systems
A cyber-physical system (CPS) is the integration of a physical system into the real world and
control applications in a computing system, interacting through a communications network …
control applications in a computing system, interacting through a communications network …
Machine learning security attacks and defense approaches for emerging cyber physical applications: A comprehensive survey
The cyber physical systems integrate the sensing, computation, control and networking
processes into physical objects and infrastructure, which are connected through the Internet …
processes into physical objects and infrastructure, which are connected through the Internet …
[HTML][HTML] Machine learning for securing Cyber–Physical Systems under cyber attacks: A survey
C Fei, J Shen - Franklin Open, 2023 - Elsevier
With the proliferation of cyber attacks targeting cyber–physical systems (CPS), ensuring the
security of CPS under such attacks has become increasingly challenging. Machine learning …
security of CPS under such attacks has become increasingly challenging. Machine learning …
Resilient machine learning for networked cyber physical systems: A survey for machine learning security to securing machine learning for CPS
Cyber Physical Systems (CPS) are characterized by their ability to integrate the physical and
information or cyber worlds. Their deployment in critical infrastructure have demonstrated a …
information or cyber worlds. Their deployment in critical infrastructure have demonstrated a …
Machine learning (in) security: A stream of problems
Machine Learning (ML) has been widely applied to cybersecurity and is considered state-of-
the-art for solving many of the open issues in that field. However, it is very difficult to evaluate …
the-art for solving many of the open issues in that field. However, it is very difficult to evaluate …
[HTML][HTML] Deep learning-based intrusion detection methods in cyber-physical systems: Challenges and future trends
A cyber-physical system (CPS) integrates various interconnected physical processes,
computing resources, and networking units, as well as monitors the process and …
computing resources, and networking units, as well as monitors the process and …
A survey on network security for cyber–physical systems: From threats to resilient design
Cyber-physical systems (CPS) are considered the integration of physical systems in the real
world and control software in computing systems. In CPS, the real world and the computing …
world and control software in computing systems. In CPS, the real world and the computing …
The role of machine learning in cybersecurity
Machine Learning (ML) represents a pivotal technology for current and future information
systems, and many domains already leverage the capabilities of ML. However, deployment …
systems, and many domains already leverage the capabilities of ML. However, deployment …
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 …
control and networking into physical processes and objects over Internet. It plays a key role …
Deep learning based attack detection for cyber-physical system cybersecurity: A survey
With the booming of cyber attacks and cyber criminals against cyber-physical systems
(CPSs), detecting these attacks remains challenging. It might be the worst of times, but it …
(CPSs), detecting these attacks remains challenging. It might be the worst of times, but it …