Cyber-physical systems security: Limitations, issues and future trends

JPA Yaacoub, O Salman, HN Noura… - Microprocessors and …, 2020 - Elsevier
Abstract Typically, Cyber-Physical Systems (CPS) involve various interconnected systems,
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

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 …

A machine learning approach for anomaly detection in industrial control systems based on measurement data

S Mokhtari, A Abbaspour, KK Yen, A Sargolzaei - Electronics, 2021 - mdpi.com
Attack detection problems in industrial control systems (ICSs) are commonly known as a
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

G Apruzzese, HS Anderson, S Dambra… - … IEEE Conference on …, 2023 - ieeexplore.ieee.org
Recent years have seen a proliferation of research on adversarial machine learning.
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

S Kim, KJ Park, C Lu - IEEE Communications Surveys & …, 2022 - ieeexplore.ieee.org
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 …

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 …

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 …

{SAVIOR}: Securing autonomous vehicles with robust physical invariants

R Quinonez, J Giraldo, L Salazar, E Bauman… - 29th USENIX security …, 2020 - usenix.org
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 …

TABOR: A graphical model-based approach for anomaly detection in industrial control systems

Q Lin, S Adepu, S Verwer, A Mathur - Proceedings of the 2018 on asia …, 2018 - dl.acm.org
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 …

A survey of anomaly detection in industrial wireless sensor networks with critical water system infrastructure as a case study

D Ramotsoela, A Abu-Mahfouz, G Hancke - Sensors, 2018 - mdpi.com
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 …