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Cyber-physical systems security: Limitations, issues and future trends
Abstract Typically, Cyber-Physical Systems (CPS) involve various interconnected systems,
which can monitor and manipulate real objects and processes. They are closely related to …
which can monitor and manipulate real objects and processes. They are closely related to …
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 …
A machine learning approach for anomaly detection in industrial control systems based on measurement data
Attack detection problems in industrial control systems (ICSs) are commonly known as a
network traffic monitoring scheme for detecting abnormal activities. However, a network …
network traffic monitoring scheme for detecting abnormal activities. However, a network …
“real attackers don't compute gradients”: bridging the gap between adversarial ml research and practice
Recent years have seen a proliferation of research on adversarial machine learning.
Numerous papers demonstrate powerful algorithmic attacks against a wide variety of …
Numerous papers demonstrate powerful algorithmic attacks against a wide variety of …
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 …
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 …
A survey of intrusion detection on industrial control systems
Y Hu, A Yang, H Li, Y Sun… - International Journal of …, 2018 - journals.sagepub.com
The modern industrial control systems now exhibit an increasing connectivity to the
corporate Internet technology networks so as to make full use of the rich resource on the …
corporate Internet technology networks so as to make full use of the rich resource on the …
{SAVIOR}: Securing autonomous vehicles with robust physical invariants
Autonomous Vehicles (AVs), including aerial, sea, and ground vehicles, assess their
environment with a variety of sensors and actuators that allow them to perform specific tasks …
environment with a variety of sensors and actuators that allow them to perform specific tasks …
TABOR: A graphical model-based approach for anomaly detection in industrial control systems
Industrial Control Systems (ICS) such as water and power are critical to any society. Process
anomaly detection mechanisms have been proposed to protect such systems to minimize …
anomaly detection mechanisms have been proposed to protect such systems to minimize …
A survey of anomaly detection in industrial wireless sensor networks with critical water system infrastructure as a case study
The increased use of Industrial Wireless Sensor Networks (IWSN) in a variety of different
applications, including those that involve critical infrastructure, has meant that adequately …
applications, including those that involve critical infrastructure, has meant that adequately …