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Cyber-Physical Systems (CPS) consist of distributed engineered environments where the monitoring and surveillance tasks are governed by tightly integrated computing, communication and control technologies. CPS are omnipresent in our…

密码学与安全 · 计算机科学 2019-11-11 Michel Barbeau , Georg Carle , Joaquin Garcia-Alfaro , Vicenç Torra

Anomaly detection for cyber-physical systems (ADCPS) is crucial in identifying faults and potential attacks by analyzing the time series of sensor measurements and actuator states. However, current methods lack adaptation to data…

密码学与安全 · 计算机科学 2025-04-08 Jiyu Tian , Mingchu Li , Liming Chen , Zumin Wang

With the emergence of low-cost smart and connected IoT devices, the area of cyber-physical security is becoming increasingly important. Past research has demonstrated new threat vectors targeting the transition process between the cyber and…

密码学与安全 · 计算机科学 2021-05-28 Zhiyuan Yu , Zack Kaplan , Qiben Yan , Ning Zhang

Cyber-physical systems (CPS) have been broadly deployed in safety-critical domains, such as automotive systems, avionics, medical devices, etc. In recent years, Artificial Intelligence (AI) has been increasingly adopted to control CPS.…

软件工程 · 计算机科学 2022-04-20 Jiayang Song , Deyun Lyu , Zhenya Zhang , Zhijie Wang , Tianyi Zhang , Lei Ma

We apply formal methods to lay and streamline theoretical foundations to reason about Cyber-Physical Systems (CPSs) and cyber-physical attacks. We focus on %a formal treatment of both integrity and DoS attacks to sensors and actuators of…

密码学与安全 · 计算机科学 2017-04-24 Ruggero Lanotte , Massimo Merro , Riccardo Muradore , Luca Viganò

The world is witnessing an unprecedented growth of cyber-physical systems (CPS), which are foreseen to revolutionize our world {via} creating new services and applications in a variety of sectors such as environmental monitoring,…

机器学习 · 计算机科学 2018-10-31 Rachad Atat , Lingjia Liu , Jinsong Wu , Guangyu Li , Chunxuan Ye , Yang Yi

Principles of modern cyber-physical system (CPS) analysis are based on analytical methods that depend on whether safety or liveness requirements are considered. Complexity is abstracted through different techniques, ranging from stochastic…

分布式、并行与集群计算 · 计算机科学 2019-09-02 Eric M. S. P. Veith , Lars Fischer , Martin Tröschel , Astrid Nieße

The rapid expansion of connected devices has made them prime targets for cyberattacks. To address these threats, deep learning-based, data-driven intrusion detection systems (IDS) have emerged as powerful tools for detecting and mitigating…

机器学习 · 计算机科学 2025-01-29 Ajesh Koyatan Chathoth , Stephen Lee

Cyber-Physical Systems (CPS) allow us to manipulate objects in the physical world by providing a communication bridge between computation and actuation elements. In the current scheme of things, this sought-after control is marred by…

This article studies a fundamental problem of security of cyber-physical systems (CPSs): that of detecting, almost surely, the presence of malicious components in the CPS. We assume that some of the actuators may be malicious while all…

最优化与控制 · 数学 2024-06-14 Souvik Das , Priyanka Dey , Debasish Chatterjee

This paper studies the problem of distributed optimal coordination (DOC) for a class of nonlinear large-scale cyber-physical systems (CPSs) in the presence of cyber attacks. A secure DOC architecture with attack diagnosis is proposed that…

系统与控制 · 电气工程与系统科学 2020-09-29 Liwei An , Guang-Hong Yang

Cyber Physical Systems (cps) are deployed in many mission-critical settings, such as medical devices, autonomous vehicular systems and aircraft control management systems. As more and more CPS adopt Deep Neural Networks (Deep Neural Network…

系统与控制 · 电气工程与系统科学 2021-05-24 Aarti Kashyap , Syed Mubashir Iqbal , Karthik Pattabiraman , Margo Seltzer

Cyber Physical Systems (CPS) are becoming ubiquitous and affect the physical world, yet security is seldom at the forefront of their design. This is especially true of robotic control algorithms which seldom consider the effect of a cyber…

机器人学 · 计算机科学 2018-03-07 Alexander Ivanov , Mark Campbell

Cyber-Physical Systems (CPS) are systems composed by a physical component that is controlled or monitored by a cyber-component, a computer-based algorithm. Advances in CPS technologies and science are enabling capability, adaptability,…

计算机科学中的逻辑 · 计算机科学 2018-10-17 Mario Lezoche , Hervé Panetto

Industrial control systems (ICS), which in many cases are components of critical national infrastructure, are increasingly being connected to other networks and the wider internet motivated by factors such as enhanced operational…

密码学与安全 · 计算机科学 2017-09-20 Cheng Feng , Tingting Li , Zhanxing Zhu , Deeph Chana

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

Today by growing network systems, security is a key feature of each network infrastructure. Network Intrusion Detection Systems (IDS) provide defense model for all security threats which are harmful to any network. The IDS could detect and…

软件工程 · 计算机科学 2014-03-06 Mehdi Bahrami , Mohammad Bahrami

This chapter provides an overview of the evolving landscape of attacks in cyber-physical systems (CPS) and critical infrastructures, highlighting the possible use of Artificial Intelligence (AI) algorithms to develop intelligent…

密码学与安全 · 计算机科学 2025-01-23 Alan Oliveira de Sá , Charles Bezerra Prado , Mariana Luiza Flavio , Luiz F. Rust da C. Carmo

As the number of cyberattacks and their particualr nature escalate, the need for effective intrusion detection systems (IDS) has become indispensable for ensuring the security of contemporary networks. Adaptive and more sophisticated…

密码学与安全 · 计算机科学 2025-05-12 Soham Chatterjee , Satvik Chaudhary , Aswani Kumar Cherukuri

Cyber Physical Systems have been going into a transition phase from individual systems to a collecttives of systems that collaborate in order to achieve a highly complex cause, realizing a system of systems approach. The automotive domain…

系统与控制 · 电气工程与系统科学 2021-07-07 Stavros Nousias , Nikos Piperigkos , Gerasimos Arvanitis , Apostolos Fournaris , Aris S. Lalos , Konstantinos Moustakas