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This article provides a tool for analyzing mechanisms that aim to achieve resilience against stealthy, or undetectable, attacks on cyber-physical systems (CPSs). We consider attackers who are able to corrupt all of the inputs and outputs of…

系统与控制 · 电气工程与系统科学 2022-05-03 Paul Griffioen , Bruce H. Krogh , Bruno Sinopoli

Sustainability-targeting attacks (STA) are a growing threat to cyber-physical system (CPS)-based infrastructure, as sustainability goals become an integral part of CPS objectives. STA can be especially disruptive if it impacts the long-term…

系统与控制 · 电气工程与系统科学 2026-05-01 Faysal Ahamed , Tanushree Roy

In this paper, we study the impact of stealthy attacks on the Cyber-Physical System (CPS) modeled as a stochastic linear system. An attack is characterised by a malicious injection into the system through input, output or both, and it is…

系统与控制 · 电气工程与系统科学 2020-02-06 Tianju Sui , Yilin Mo , Damián Marelli , Ximing Sun , Minyue Fu

Attacks in cyber-physical systems (CPS) which manipulate sensor readings can cause enormous physical damage if undetected. Detection of attacks on sensors is crucial to mitigate this issue. We study supervised regression as a means to…

人工智能 · 计算机科学 2018-05-01 Amin Ghafouri , Yevgeniy Vorobeychik , Xenofon Koutsoukos

Stealthy false data injection attacks on cyber-physical systems (CPSs) introduce erroneous measurement information to on-board sensors with the purpose to degrade system performance. An intelligent attacker is able to leverage knowledge of…

系统与控制 · 电气工程与系统科学 2021-10-06 Paul J Bonczek , Nicola Bezzo

We propose a new defense mechanism against undetected infiltration into controllers in cyber-physical systems. To this end, we cautiously design the outputs of the sensors that monitor the state of the system. Different from the defense…

系统与控制 · 计算机科学 2018-01-08 Muhammed O. Sayin , Tamer Başar

The design of attacks for cyber physical systems is critical to assess CPS resilience at design time and run-time, and to generate rich datasets from testbeds for research. Attacks against cyber physical systems distinguish themselves from…

密码学与安全 · 计算机科学 2021-07-07 Ashraf Tantawy

The rapid proliferation of the Internet of Things (IoT) continues to expose critical security vulnerabilities, necessitating the development of efficient and robust intrusion detection systems (IDS). Machine learning-based intrusion…

密码学与安全 · 计算机科学 2025-09-11 Jing Chen , Onat Gungor , Zhengli Shang , Tajana Rosing

Cyber-physical systems (CPS) have experienced rapid growth in recent decades. However, like any other computer-based systems, malicious attacks evolve mutually, driving CPS to undesirable physical states and potentially causing…

系统与控制 · 电气工程与系统科学 2024-04-09 Pengyuan Lu , Lin Zhang , Mengyu Liu , Kaustubh Sridhar , Fanxin Kong , Oleg Sokolsky , Insup Lee

Cyber-Physical Systems (CPS) integrate sensing, communication, computation, and control to support critical infrastructure, including smart grids, industrial automation, and control systems. In the electrical utility domain, various…

密码学与安全 · 计算机科学 2026-05-28 Abile Jean , Kuniyilh S

This paper studies an attacker against a cyber-physical system (CPS) whose goal is to move the state of a CPS to a target state while ensuring that his or her probability of being detected does not exceed a given bound. The attacker's…

最优化与控制 · 数学 2017-03-31 Yuan Chen , Soummya Kar , José M. F. Moura

Cyber-physical systems (CPS) incorporate the complex and large-scale engineered systems behind critical infrastructure operations, such as water distribution networks, energy delivery systems, healthcare services, manufacturing systems, and…

密码学与安全 · 计算机科学 2021-09-29 Charalambos Konstantinou , George Stergiopoulos , Masood Parvania , Paulo Esteves-Verissimo

We study the problem of defending a Cyber-Physical System (CPS) consisting of interdependent components with heterogeneous sensitivity to investments. In addition to the optimal allocation of limited security resources, we analyze the…

系统与控制 · 电气工程与系统科学 2023-02-13 Pradeep Sharma Oruganti , Parinaz Naghizadeh , Qadeer Ahmed

In this paper, we investigate the control of a cyber-physical system (CPS) while accounting for its vulnerability to external attacks. We formulate a constrained stochastic problem with a robust constraint to ensure robust operation against…

最优化与控制 · 数学 2024-07-18 Nishanth Venkatesh , Aditya Dave , Ioannis Faros , Andreas A. Malikopoulos

Stealth attacks pose potential risks to cyber-physical systems because they are difficult to detect. Assessing the risk of systems under stealth attacks remains an open challenge, especially in nonlinear systems. To comprehensively quantify…

系统与控制 · 电气工程与系统科学 2024-05-07 Guang Chen , Zhicong Sun , Yulong Ding , Shuang-hua Yang

Cyber-physical systems (CPSs) facilitate the integration of physical entities and cyber infrastructures through the utilization of pervasive computational resources and communication units, leading to improved efficiency, automation, and…

系统与控制 · 电气工程与系统科学 2024-02-19 Zirui Liao , Jian Shi , Yuwei Zhang , Shaoping Wang , Zhiyong Sun

Attack graphs (AG) are used to assess pathways availed by cyber adversaries to penetrate a network. State-of-the-art approaches for AG generation focus mostly on deriving dependencies between system vulnerabilities based on network scans…

密码学与安全 · 计算机科学 2021-10-15 Azqa Nadeem , Sicco Verwer , Shanchieh Jay Yang

We study the security of Cyber-Physical Systems (CPS) in the context of the supervisory control layer. Specifically, we propose a general model of a CPS attacker in the framework of discrete event systems and investigate the problem of…

系统与控制 · 电气工程与系统科学 2020-08-05 Romulo Meira-Goes , Eunsuk Kang , Raymond H. Kwong , Stephane Lafortune

The boundaries of cyber-physical systems (CPS) and the Internet of Things (IoT) are converging together day by day to introduce a common platform on hybrid systems. Moreover, the combination of artificial intelligence (AI) with CPS creates…

密码学与安全 · 计算机科学 2020-06-02 Md Hasan Shahriar , Nur Imtiazul Haque , Mohammad Ashiqur Rahman , Miguel Alonso

With the exponential growth of cyber-physical systems (CPS), new security challenges have emerged. Various vulnerabilities, threats, attacks, and controls have been introduced for the new generation of CPS. However, there lack a systematic…

密码学与安全 · 计算机科学 2017-01-18 Abdulmalik Humayed , Jingqiang Lin , Fengjun Li , Bo Luo
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