Security Of Cyber Physical Systems State Estimation And Control

Author : Chengwei Wu,Weiran Yao,Guanghui Sun,Ligang Wu
Publisher : Unknown
Page : 0 pages
File Size : 48,9 Mb
Release : 2022
Category : Electronic
ISBN : 3030883515

Get Book

Security of Cyber-Physical Systems: State Estimation and Control by Chengwei Wu,Weiran Yao,Guanghui Sun,Ligang Wu Pdf

This book analyzes the secure problems of cyber-physical systems from both the adversary and defender sides. Targeting the challenging security problems of cyber-physical systems under malicious attacks, this book presents some recent novel secure state estimation and control algorithms, in which moving target defense scheme, zero-sum game-theoretical approach, reinforcement learning, neural networks, and intelligent control are adopted. Readers will find not only the valuable secure state estimation and control schemes combined with the approaches aforementioned, but also some vital conclusions for securing cyber-physical systems, for example, the critical value of allowed attack probability, the maximum number of sensors to be attacked, etc. The book also provides practical applications, example of which are unmanned aerial vehicles, interruptible power system, and robot arm to validate the proposed secure algorithms. Given its scope, it offers a valuable resource for undergraduate and graduate students, academics, scientists, and engineers who are working in this field.

Author : Chengwei Wu,Weiran Yao,Guanghui Sun,Ligang Wu
Publisher : Springer Nature
Page : 293 pages
File Size : 55,5 Mb
Release : 2021-10-19
Category : Technology & Engineering
ISBN : 9783030883508

Get Book

Security of Cyber-Physical Systems: State Estimation and Control by Chengwei Wu,Weiran Yao,Guanghui Sun,Ligang Wu Pdf

This book analyzes the secure problems of cyber-physical systems from both the adversary and defender sides. Targeting the challenging security problems of cyber-physical systems under malicious attacks, this book presents some recent novel secure state estimation and control algorithms, in which moving target defense scheme, zero-sum game-theoretical approach, reinforcement learning, neural networks, and intelligent control are adopted. Readers will find not only the valuable secure state estimation and control schemes combined with the approaches aforementioned, but also some vital conclusions for securing cyber-physical systems, for example, the critical value of allowed attack probability, the maximum number of sensors to be attacked, etc. The book also provides practical applications, example of which are unmanned aerial vehicles, interruptible power system, and robot arm to validate the proposed secure algorithms. Given its scope, it offers a valuable resource for undergraduate and graduate students, academics, scientists, and engineers who are working in this field.

Author : Masoud Abbaszadeh,Ali Zemouche
Publisher : Springer Nature
Page : 383 pages
File Size : 42,5 Mb
Release : 2022-08-08
Category : Technology & Engineering
ISBN : 9783030971663

Get Book

Security and Resilience in Cyber-Physical Systems by Masoud Abbaszadeh,Ali Zemouche Pdf

This book discusses the latest advances in cyber-physical security and resilience of cyber-physical systems, including cyber-attack detection, isolation, situation awareness, resilient estimation and resilient control under attack. It presents both theoretical results and important applications of the methods. Security and Resilience in Cyber-Physical Systems begins by introducing the topic of cyber-physical security, covering state-of-the-art trends in both theory and applications, as well as some of the emerging methodologies and future directions for research. It then moves on to detail theoretical methods of attack detection, resilient estimation and control within cyber-physical systems, before discussing their various applications, such as power generation and distribution, autonomous systems, wireless communication networks and chemical plants. Focusing on the detection of and accommodation to cyber-attacks on cyber-physical systems, and including both estimation and artificial-intelligence-based methods, this book will be of interest to researchers, engineers and graduate students within the fields of cyber-physical security and resilient control.

Author : 李玉曼
Publisher : Unknown
Page : 0 pages
File Size : 53,7 Mb
Release : 2023
Category : Computer security
ISBN : OCLC:1405825397

Get Book

Secure State Estimation for Cyber-physical Systems Under Network Attacks by 李玉曼 Pdf

Author : Magdi S. Mahmoud,Haris M. Khalid,Mutaz M. Hamdan
Publisher : Academic Press
Page : 426 pages
File Size : 50,5 Mb
Release : 2021-10-23
Category : Technology & Engineering
ISBN : 9780323852623

Get Book

Cyberphysical Infrastructures in Power Systems by Magdi S. Mahmoud,Haris M. Khalid,Mutaz M. Hamdan Pdf

In an uncertain and complex environment, to ensure secure and stable operations of large-scale power systems is one of the biggest challenges that power engineers have to address today. Traditionally, power system operations and decision-making in controls are based on power system computations of physical models describing the behavior of power systems. Largely, physical models are constructed according to some assumptions and simplifications, and such is the case with power system models. However, the complexity of power system stability problems, along with the system's inherent uncertainties and nonlinearities, can result in models that are impractical or inaccurate. This calls for adaptive or deep-learning algorithms to significantly improve current control schemes that solve decision and control problems. Cyberphysical Infrastructures in Power Systems: Architectures and Vulnerabilities provides an extensive overview of CPS concepts and infrastructures in power systems with a focus on the current state-of-the-art research in this field. Detailed classifications are pursued highlighting existing solutions, problems, and developments in this area. Gathers the theoretical preliminaries and fundamental issues related to CPS architectures. Provides coherent results in adopting control and communication methodologies to critically examine problems in various units within smart power systems and microgrid systems. Presents advanced analysis under cyberphysical attacks and develops resilient control strategies to guarantee safe operation at various power levels.

Author : Ali Ismail Awad,Steven Furnell,Marcin Paprzycki,Sudhir Kumar Sharma
Publisher : Springer Nature
Page : 323 pages
File Size : 51,8 Mb
Release : 2021-03-05
Category : Technology & Engineering
ISBN : 9783030673611

Get Book

Security in Cyber-Physical Systems by Ali Ismail Awad,Steven Furnell,Marcin Paprzycki,Sudhir Kumar Sharma Pdf

This book is a relevant reference for any readers interested in the security aspects of Cyber-Physical Systems and particularly useful for those looking to keep informed on the latest advances in this dynamic area. Cyber-Physical Systems (CPSs) are characterized by the intrinsic combination of software and physical components. Inherent elements often include wired or wireless data communication, sensor devices, real-time operation and automated control of physical elements. Typical examples of associated application areas include industrial control systems, smart grids, autonomous vehicles and avionics, medial monitoring and robotics. The incarnation of the CPSs can therefore range from considering individual Internet-of-Things devices through to large-scale infrastructures. Presented across ten chapters authored by international researchers in the field from both academia and industry, this book offers a series of high-quality contributions that collectively address and analyze the state of the art in the security of Cyber-Physical Systems and related technologies. The chapters themselves include an effective mix of theory and applied content, supporting an understanding of the underlying security issues in the CPSs domain, alongside related coverage of the technological advances and solutions proposed to address them. The chapters comprising the later portion of the book are specifically focused upon a series of case examples, evidencing how the protection concepts can translate into practical application.

Author : Moamar Sayed-Mouchaweh
Publisher : Springer
Page : 327 pages
File Size : 55,7 Mb
Release : 2018-03-08
Category : Technology & Engineering
ISBN : 9783319749624

Get Book

Diagnosability, Security and Safety of Hybrid Dynamic and Cyber-Physical Systems by Moamar Sayed-Mouchaweh Pdf

Cyber-physical systems (CPS) are characterized as a combination of physical (physical plant, process, network) and cyber (software, algorithm, computation) components whose operations are monitored, controlled, coordinated, and integrated by a computing and communicating core. The interaction between both physical and cyber components requires tools allowing analyzing and modeling both the discrete and continuous dynamics. Therefore, many CPS can be modeled as hybrid dynamic systems in order to take into account both discrete and continuous behaviors as well as the interactions between them. Guaranteeing the security and safety of CPS is a challenging task because of the inherent interconnected and heterogeneous combination of behaviors (cyber/physical, discrete/continuous) in these systems. This book presents recent and advanced approaches and tech-niques that address the complex problem of analyzing the diagnosability property of cyber physical systems and ensuring their security and safety against faults and attacks. The CPS are modeled as hybrid dynamic systems using different model-based and data-driven approaches in different application domains (electric transmission networks, wireless communication networks, intrusions in industrial control systems, intrusions in production systems, wind farms etc.). These approaches handle the problem of ensuring the security of CPS in presence of attacks and verifying their diagnosability in presence of different kinds of uncertainty (uncertainty related to the event occurrences, to their order of occurrence, to their value etc.).

Author : Riccardo M.G. Ferrari,André M. H. Teixeira
Publisher : Springer Nature
Page : 394 pages
File Size : 41,7 Mb
Release : 2021-06-08
Category : Technology & Engineering
ISBN : 9783030650483

Get Book

Safety, Security and Privacy for Cyber-Physical Systems by Riccardo M.G. Ferrari,André M. H. Teixeira Pdf

This book presents an in-depth overview of recent work related to the safety, security, and privacy of cyber-physical systems (CPSs). It brings together contributions from leading researchers in networked control systems and closely related fields to discuss overarching aspects of safety, security, and privacy; characterization of attacks; and solutions to detecting and mitigating such attacks. The book begins by providing an insightful taxonomy of problems, challenges and techniques related to safety, security, and privacy for CPSs. It then moves through a thorough discussion of various control-based solutions to these challenges, including cooperative fault-tolerant and resilient control and estimation, detection of attacks and security metrics, watermarking and encrypted control, privacy and a novel defense approach based on deception. The book concludes by discussing risk management and cyber-insurance challenges in CPSs, and by presenting the future outlook for this area of research as a whole. Its wide-ranging collection of varied works in the emerging fields of security and privacy in networked control systems makes this book a benefit to both academic researchers and advanced practitioners interested in implementing diverse applications in the fields of IoT, cooperative autonomous vehicles and the smart cities of the future.

Author : Nora Cuppens-Boulahia,Costas Lambrinoudakis,Frédéric Cuppens,Sokratis Katsikas
Publisher : Springer
Page : 121 pages
File Size : 45,6 Mb
Release : 2017-06-09
Category : Computers
ISBN : 9783319614373

Get Book

Security of Industrial Control Systems and Cyber-Physical Systems by Nora Cuppens-Boulahia,Costas Lambrinoudakis,Frédéric Cuppens,Sokratis Katsikas Pdf

This book constitutes the refereed proceedings of the Second Conference on Security of Industrial Control Systems and Cyber-Physical Systems, CyberICPS 2016, held in Crete, Greece, in September 2016 in conjunction with ESORICS 2016, the 21st annual European Symposium on Research in Computer Security. The 5 revised full papers 2 invited papers presented were carefully reviewed and selected from 18 initial submissions. CyberICPS 2016 focuses on topics related to the management of cyber security in industrial control systems and cyber-physical systems, including security monitoring, trust management, security policies and measures.

Author : Arturo Bretas,Newton Bretas,Joao B.A. London Jr,Breno Carvalho
Publisher : Elsevier
Page : 294 pages
File Size : 41,5 Mb
Release : 2021-05-14
Category : Technology & Engineering
ISBN : 9780323903226

Get Book

Cyber-Physical Power Systems State Estimation by Arturo Bretas,Newton Bretas,Joao B.A. London Jr,Breno Carvalho Pdf

Cyber-Physical Power System State Estimation updates classic state estimation tools to enable real-time operations and optimize reliability in modern electric power systems. The work introduces and contextualizes the core concepts and classic approaches to state estimation modeling. It builds on these classic approaches with a suite of data-driven models and non-synchronized measurement tools to reflect current measurement trends required by increasingly more sophisticated grids. Chapters outline core definitions, concepts and the network analysis procedures involved in the real-time operation of EPS. Specific sections introduce power flow problem in EPS, highlighting network component modeling and power flow equations for state estimation before addressing quasi static state estimation in electrical power systems using Weighted Least Squares (WLS) classical and alternatives formulations. Particularities of the state estimation process in distribution systems are also considered. Finally, the work goes on to address observability analysis, measurement redundancy and the processing of gross errors through the analysis of WLS static state estimator residuals. Develops advanced approaches to smart grid real-time monitoring through quasi-static model state estimation and non-synchronized measurements system models Presents a novel, extended optimization, physics-based model which identifies and corrects for measurement error presently egregiously discounted in classic models Demonstrates how to embed cyber-physical security into smart grids for real-time monitoring Introduces new approaches to calculate power flow in distribution systems and for estimating distribution system states Incorporates machine-learning based approaches to complement the state estimation process, including pattern recognition-based solutions, principal component analysis and support vector machines

Author : Hadis Karimipour,Pirathayini Srikantha,Hany Farag,Jin Wei-Kocsis
Publisher : Springer Nature
Page : 328 pages
File Size : 41,7 Mb
Release : 2020-07-23
Category : Computers
ISBN : 9783030455415

Get Book

Security of Cyber-Physical Systems by Hadis Karimipour,Pirathayini Srikantha,Hany Farag,Jin Wei-Kocsis Pdf

This book presents a comprehensive overview of security issues in Cyber Physical Systems (CPSs), by analyzing the issues and vulnerabilities in CPSs and examining state of the art security measures. Furthermore, this book proposes various defense strategies including intelligent attack and anomaly detection algorithms. Today’s technology is continually evolving towards interconnectivity among devices. This interconnectivity phenomenon is often referred to as Internet of Things (IoT). IoT technology is used to enhance the performance of systems in many applications. This integration of physical and cyber components within a system is associated with many benefits; these systems are often referred to as Cyber Physical Systems (CPSs). The CPSs and IoT technologies are used in many industries critical to our daily lives. CPSs have the potential to reduce costs, enhance mobility and independence of patients, and reach the body using minimally invasive techniques. Although this interconnectivity of devices can pave the road for immense advancement in technology and automation, the integration of network components into any system increases its vulnerability to cyber threats. Using internet networks to connect devices together creates access points for adversaries. Considering the critical applications of some of these devices, adversaries have the potential of exploiting sensitive data and interrupting the functionality of critical infrastructure. Practitioners working in system security, cyber security & security and privacy will find this book valuable as a reference. Researchers and scientists concentrating on computer systems, large-scale complex systems, and artificial intelligence will also find this book useful as a reference.

Author : Dimitri Percia David,Alain Mermoud,Thomas Maillart
Publisher : Springer Nature
Page : 241 pages
File Size : 41,9 Mb
Release : 2022-01-01
Category : Computers
ISBN : 9783030932008

Get Book

Critical Information Infrastructures Security by Dimitri Percia David,Alain Mermoud,Thomas Maillart Pdf

This book constitutes the refereed proceedings of the 16th International Conference on Critical Information Infrastructures Security, CRITIS 2021, which took place in Lausanne, Switzerland, during September 27-29, 2021. The 12 full papers included in this volume were carefully reviewed and selected from 42 submissions. They were organized in topical sections as follows: protection of cyber-physical systems and industrial control systems (ICS); C(I)IP organization, (strategic) management and legal aspects; human factor, security awareness and crisis management for C(I)IP and critical services; and future, TechWatch and forecast for C(I)IP and critical services.

Author : Yassine Maleh,Mohammad Shojafar,Ashraf Darwish,Abdelkrim Haqiq
Publisher : CRC Press
Page : 434 pages
File Size : 46,7 Mb
Release : 2019-05-01
Category : Computers
ISBN : 9780429554452

Get Book

Cybersecurity and Privacy in Cyber Physical Systems by Yassine Maleh,Mohammad Shojafar,Ashraf Darwish,Abdelkrim Haqiq Pdf

Cybersecurity and Privacy in Cyber-Physical Systems collects and reports on recent high-quality research that addresses different problems related to cybersecurity and privacy in cyber-physical systems (CPSs). It Presents high-quality contributions addressing related theoretical and practical aspects Improves the reader’s awareness of cybersecurity and privacy in CPSs Analyzes and presents the state of the art of CPSs, cybersecurity, and related technologies and methodologies Highlights and discusses recent developments and emerging trends in cybersecurity and privacy in CPSs Proposes new models, practical solutions, and technological advances related to cybersecurity and privacy in CPSs Discusses new cybersecurity and privacy models, prototypes, and protocols for CPSs This comprehensive book promotes high-quality research by bringing together researchers and experts in CPS security and privacy from around the world to share their knowledge of the different aspects of CPS security. Cybersecurity and Privacy in Cyber-Physical Systems is ideally suited for policymakers, industrial engineers, researchers, academics, and professionals seeking a thorough understanding of the principles of cybersecurity and privacy in CPSs. They will learn about promising solutions to these research problems and identify unresolved and challenging problems for their own research. Readers will also have an overview of CPS cybersecurity and privacy design.

Author : Quanyan Zhu,Zhiheng Xu
Publisher : Springer Nature
Page : 212 pages
File Size : 45,6 Mb
Release : 2020-11-16
Category : Computers
ISBN : 9783030602512

Get Book

Cross-Layer Design for Secure and Resilient Cyber-Physical Systems by Quanyan Zhu,Zhiheng Xu Pdf

This book introduces a cross-layer design to achieve security and resilience for CPSs (Cyber-Physical Systems). The authors interconnect various technical tools and methods to capture the different properties between cyber and physical layers. Part II of this book bridges the gap between cryptography and control-theoretic tools. It develops a bespoke crypto-control framework to address security and resiliency in control and estimation problems where the outsourcing of computations is possible. Part III of this book bridges the gap between game theory and control theory and develops interdependent impact-aware security defense strategies and cyber-aware resilient control strategies. With the rapid development of smart cities, there is a growing need to integrate the physical systems, ranging from large-scale infrastructures to small embedded systems, with networked communications. The integration of the physical and cyber systems forms Cyber-Physical Systems (CPSs), enabling the use of digital information and control technologies to improve the monitoring, operation, and planning of the systems. Despite these advantages, they are vulnerable to cyber-physical attacks, which aim to damage the physical layer through the cyber network. This book also uses case studies from autonomous systems, communication-based train control systems, cyber manufacturing, and robotic systems to illustrate the proposed methodologies. These case studies aim to motivate readers to adopt a cross-layer system perspective toward security and resilience issues of large and complex systems and develop domain-specific solutions to address CPS challenges. A comprehensive suite of solutions to a broad range of technical challenges in secure and resilient control systems are described in this book (many of the findings in this book are useful to anyone working in cybersecurity). Researchers, professors, and advanced-level students working in computer science and engineering will find this book useful as a reference or secondary text. Industry professionals and military workers interested in cybersecurity will also want to purchase this book.

Author : Peng Cheng,Heng Zhang,Jiming Chen
Publisher : CRC Press
Page : 315 pages
File Size : 53,8 Mb
Release : 2016-03-23
Category : Computers
ISBN : 9781498734745

Get Book

Cyber Security for Industrial Control Systems by Peng Cheng,Heng Zhang,Jiming Chen Pdf

Cyber Security for Industrial Control Systems: From the Viewpoint of Close-Loop provides a comprehensive technical guide on up-to-date new secure defending theories and technologies, novel design, and systematic understanding of secure architecture with practical applications. The book consists of 10 chapters, which are divided into three parts. The first three chapters extensively introduce secure state estimation technologies, providing a systematic presentation on the latest progress in security issues regarding state estimation. The next five chapters focus on the design of secure feedback control technologies in industrial control systems, displaying an extraordinary difference from that of traditional secure defending approaches from the viewpoint of network and communication. The last two chapters elaborate on the systematic secure control architecture and algorithms for various concrete application scenarios. The authors provide detailed descriptions on attack model and strategy analysis, intrusion detection, secure state estimation and control, game theory in closed-loop systems, and various cyber security applications. The book is useful to anyone interested in secure theories and technologies for industrial control systems.