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The ability to capture different levels of abstraction in a system model is especially important for remote integration, testing/verification, and manufacturing of cyber-physical systems (CPSs). However, the complexity of modelling and…

软件工程 · 计算机科学 2016-01-26 Maria Spichkova , Anna Zamansky , Eitan Farchi

Machine learning techniques are currently used extensively for automating various cybersecurity tasks. Most of these techniques utilize supervised learning algorithms that rely on training the algorithm to classify incoming data into…

密码学与安全 · 计算机科学 2019-12-06 Prithviraj Dasgupta , Joseph B. Collins

The increasing integration of AI agents into cyber-physical systems (CPS) introduces new security risks that extend beyond traditional cyber or physical threat models. Recent advances in generative AI enable deepfake and semantic…

密码学与安全 · 计算机科学 2026-01-29 Mohsen Hatami , Van Tuan Pham , Hozefa Lakadawala , Yu Chen

Cyber Physical Systems (CPS) enable new kinds of applications as well as significant improvements of existing ones in numerous different application domains. A major trait of upcoming CPS is an increasing degree of automation up to the…

软件工程 · 计算机科学 2024-05-07 Daniel Schneider , Jan Reich , Rasmus Adler , Peter Liggesmeyer

In recent years, tremendous effort has been spent to modernizing communication infrastructure in Cyber-Physical Systems (CPS) such as Industrial Control Systems (ICS) and related Supervisory Control and Data Acquisition (SCADA) systems.…

网络与互联网体系结构 · 计算机科学 2015-07-20 Daniele Antonioli , Nils Ole Tippenhauer

We discuss challenges to control systems engineering arising from the advent of cyber-physical systems (CPS). After discussing the terminology, general, IT-related issues are treated which need cooperation with computer science, in…

软件工程 · 计算机科学 2014-09-02 Stefan Kowalewski , Bernhard Rumpe , Andre Stollenwerk

This paper discusses the concept of cyber defence exercises -CDX- that are very important tool when it comes to enhancing the safety awareness of cyberspace, testing an organization's ability to put up resistance and respond to different…

密码学与安全 · 计算机科学 2019-06-10 Ensar Şeker

Learning-enabled controllers used in cyber-physical systems (CPS) are known to be susceptible to adversarial attacks. Such attacks manifest as perturbations to the states generated by the controller's environment in response to its actions.…

机器学习 · 计算机科学 2020-06-15 Zikang Xiong , Joe Eappen , He Zhu , Suresh Jagannathan

Increased dependence on networked, software based control has escalated the vulnerabilities of Cyber Physical Systems (CPSs). Detection and monitoring components developed leveraging dynamical systems theory are often employed as…

密码学与安全 · 计算机科学 2026-02-17 Ipsita Koley , Sunandan Adhikary , Soumyajit Dey

Recent research demonstrated that the superficially well-trained machine learning (ML) models are highly vulnerable to adversarial examples. As ML techniques are becoming a popular solution for cyber-physical systems (CPSs) applications in…

密码学与安全 · 计算机科学 2020-11-26 Jiangnan Li , Yingyuan Yang , Jinyuan Stella Sun , Kevin Tomsovic , Hairong Qi

This paper provides an efficient computational scheme to handle general security games from an adversarial risk analysis perspective. Two cases in relation to single-stage and multi-stage simultaneous defend-attack games motivate our…

计算机科学与博弈论 · 计算机科学 2025-06-04 Jose Manuel Camacho , Roi Naveiro , David Rios Insua

Adversary emulation is an offensive exercise that provides a comprehensive assessment of a system's resilience against cyber attacks. However, adversary emulation is typically a manual process, making it costly and hard to deploy in…

A challenge is to develop cyber-physical system scenarios that reflect the diversity and complexity of real-life cyber-physical systems in the research questions that they address. Time-bounded collaborative events, such as hackathons, jams…

In many security applications of cyber-physical systems, a system designer must guarantee that critical missions are satisfied against attacks in the sensors and actuators of the CPS. Traditional security design of CPSs often assume that…

计算机科学与博弈论 · 计算机科学 2024-12-04 Sumukha Udupa , Ahmed Hemida , Charles A. Kamhoua , Jie Fu

Several sources of uncertainty have to be taken into account in the analysis and design of CPS. The set of parameters used in the model of the physical plant of a CPS may be uncertain due, for example, to manufacturing processes that are…

系统与控制 · 电气工程与系统科学 2023-08-02 Alessandro Pinto

Cyber-Physical Systems (CPS) are formed through interconnected components capable of computation, communication, sensing and changing the physical world. The development of these systems poses a significant challenge since they have to be…

密码学与安全 · 计算机科学 2021-09-22 Igor Ivkic , Patrizia Sailer , Antonios Gouglidis , Andreas Mauthe , Markus Tauber

Smart cities must integrate a number of interdependent cyber-physical systems that operate in a coordinated manner to improve the well-being of the city's residents. A cyber-physical system (CPS) is a system of computational elements…

计算机科学与博弈论 · 计算机科学 2017-07-18 Aidin Ferdowsi , Walid Saad , Behrouz Maham , Narayan B. Mandayam

Cyber-physical systems (CPSs) are man-made complex systems coupled with natural processes that, as a whole, should be described by distributed parameter systems (DPSs) in general forms. This paper presents three such general models for…

经典分析与常微分方程 · 数学 2015-09-16 Fudong Ge , YangQuan Chen , Chunhai Kou

Powered by advanced information technology, more and more complex systems are exhibiting characteristics of the Cyber-Physical-Social Systems (CPSS). Understanding the mechanism of CPSS is essential to our ability to control their actions,…

多智能体系统 · 计算机科学 2022-03-01 Xiao Xue , Xiang-Ning Yu , De-Yu Zhou , Xiao Wang , Zhang-Bin Zhou , Fei-Yue Wang

Over the past decade, industrial control systems have experienced a massive integration with information technologies. Industrial networks have undergone numerous technical transformations to protect operational and production processes,…

密码学与安全 · 计算机科学 2021-10-26 Riccardo Colelli , Filippo Magri , Stefano Panzieri , Federica Pascucci