Cascading failures in Internet of Things: Review and perspectives on reliability and resilience

L **ng - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
In the Internet of Things (IoT), various devices operate collaboratively in collecting data,
relaying information to one another, and processing information intelligently. Due to …

A survey of cyber-physical systems from a game-theoretic perspective

W Tushar, C Yuen, TK Saha, S Nizami, MR Alam… - IEEE …, 2023 - ieeexplore.ieee.org
With the emergence of the Internet-of-Things (IoT), artificial intelligence, and communication
technologies, cyber-physical systems (CPS) have revolutionized the engineering paradigm …

Deep reinforcement learning control approach to mitigating actuator attacks

C Wu, W Pan, R Staa, J Liu, G Sun, L Wu - Automatica, 2023 - Elsevier
This paper investigates the deep reinforcement learning based secure control problem for
cyber–physical systems (CPS) under false data injection attacks. We describe the CPS …

The confluence of networks, games, and learning a game-theoretic framework for multiagent decision making over networks

T Li, G Peng, Q Zhu, T Başar - IEEE Control Systems Magazine, 2022 - ieeexplore.ieee.org
Multiagent decision making over networks has recently attracted an exponentially growing
number of researchers from the systems and control community. The area has gained …

An efficient parallel reinforcement learning approach to cross-layer defense mechanism in industrial control systems

K Zhong, Z Yang, G **ao, X Li… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The ongoing digitalization enables stable control processes and smooth operations of
Industrial Control Systems (ICSs). A direct consequence of the highly interconnected …

[PDF][PDF] Dynamic games for secure and resilient control system design

Y Huang, J Chen, L Huang, Q Zhu - National Science Review, 2020 - academic.oup.com
Modern control systems are featured by their hierarchical structure composed of cyber,
physical and human layers. The intricate dependencies among multiple layers and units of …

Cybersecurity in robotics: Challenges, quantitative modeling, and practice

Q Zhu, S Rass, B Dieber… - Foundations and Trends …, 2021 - nowpublishers.com
Robotics is becoming more and more ubiquitous, but the pressure to bring systems to
market occasionally goes at the cost of neglecting security mechanisms during the …

Symbiotic game and foundation models for cyber deception operations in strategic cyber warfare

T Li, Q Zhu - arxiv preprint arxiv:2403.10570, 2024 - arxiv.org
We are currently facing unprecedented cyber warfare with the rapid evolution of tactics,
increasing asymmetry of intelligence, and the growing accessibility of hacking tools. In this …

Robustness of multilayer interdependent higher-order network

H Peng, Y Zhao, D Zhao, B Zhang, C Qian… - Journal of Network and …, 2025 - Elsevier
In real-world complex systems, most networks are interconnected with other networks
through interlayer dependencies, forming multilayer interdependent networks. In each …

Foundations of cyber resilience: The confluence of game, control, and learning theories

Q Zhu - arxiv preprint arxiv:2404.01205, 2024 - arxiv.org
Cyber resilience is a complementary concept to cybersecurity, focusing on the preparation,
response, and recovery from cyber threats that are challenging to prevent. Organizations …