Privacy In Dynamical Systems

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Privacy in Dynamical Systems

Farhad Farokhi
Privacy in Dynamical Systems Book PDF

Author : Farhad Farokhi
Publisher : Springer Nature
Page : 290 pages
File Size : 43,7 Mb
Release : 2019-11-21
Category : Technology & Engineering
ISBN : 9789811504938

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Privacy in Dynamical Systems by Farhad Farokhi Pdf

This book addresses privacy in dynamical systems, with applications to smart metering, traffic estimation, and building management. In the first part, the book explores statistical methods for privacy preservation from the areas of differential privacy and information-theoretic privacy (e.g., using privacy metrics motivated by mutual information, relative entropy, and Fisher information) with provable guarantees. In the second part, it investigates the use of homomorphic encryption for the implementation of control laws over encrypted numbers to support the development of fully secure remote estimation and control. Chiefly intended for graduate students and researchers, the book provides an essential overview of the latest developments in privacy-aware design for dynamical systems.

Safety, Security and Privacy for Cyber-Physical Systems

Riccardo M.G. Ferrari,André M. H. Teixeira
Safety Security and Privacy for Cyber Physical Systems Book PDF

Author : Riccardo M.G. Ferrari,André M. H. Teixeira
Publisher : Springer Nature
Page : 394 pages
File Size : 47,9 Mb
Release : 2021-06-08
Category : Technology & Engineering
ISBN : 9783030650483

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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.

Big Data Application in Power Systems

Reza Arghandeh,Yuxun Zhou
Big Data Application in Power Systems Book PDF

Author : Reza Arghandeh,Yuxun Zhou
Publisher : Elsevier
Page : 480 pages
File Size : 43,9 Mb
Release : 2017-11-27
Category : Science
ISBN : 9780128119693

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Big Data Application in Power Systems by Reza Arghandeh,Yuxun Zhou Pdf

Big Data Application in Power Systems brings together experts from academia, industry and regulatory agencies who share their understanding and discuss the big data analytics applications for power systems diagnostics, operation and control. Recent developments in monitoring systems and sensor networks dramatically increase the variety, volume and velocity of measurement data in electricity transmission and distribution level. The book focuses on rapidly modernizing monitoring systems, measurement data availability, big data handling and machine learning approaches to process high dimensional, heterogeneous and spatiotemporal data. The book chapters discuss challenges, opportunities, success stories and pathways for utilizing big data value in smart grids. Provides expert analysis of the latest developments by global authorities Contains detailed references for further reading and extended research Provides additional cross-disciplinary lessons learned from broad disciplines such as statistics, computer science and bioinformatics Focuses on rapidly modernizing monitoring systems, measurement data availability, big data handling and machine learning approaches to process high dimensional, heterogeneous and spatiotemporal data

Intelligent Cyber Physical Systems and Internet of Things

Jude Hemanth,Danilo Pelusi,Joy Iong-Zong Chen
Intelligent Cyber Physical Systems and Internet of Things Book PDF

Author : Jude Hemanth,Danilo Pelusi,Joy Iong-Zong Chen
Publisher : Springer Nature
Page : 896 pages
File Size : 48,5 Mb
Release : 2023-02-03
Category : Technology & Engineering
ISBN : 9783031184970

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Intelligent Cyber Physical Systems and Internet of Things by Jude Hemanth,Danilo Pelusi,Joy Iong-Zong Chen Pdf

This book highlights the potential research areas of Information and Communication Technologies (ICT), such as the research in the field of modern computing and communication technologies that deal with different aspects of data analysis and network connectivity to develop solution for the emerging real-time information system challenges; contains a brief discussion about the progression from information systems to intelligent information systems, development of autonomous systems, real-time implementation of Internet of Things (IoT) and Cyber Physical Systems (CPS), fundamentals of intelligent information systems and analytical activities; helps to gain a significant research knowledge on modern communication technologies from the novel research contributions dealing with different aspects of communication systems, which showcase effective technological solutions that can be used for the implementation of novel distributed wireless communication systems. The individual chapters included in this book will provide a valuable resource for the researchers, scientists, scholars, and research enthusiasts, who have more interest in Information and Communication Technologies (ICT). Encompassing the contributions of professors and researchers from Indian and other foreign universities, this book will be of interest to students, researchers, and practitioners, as well as members of the general public interested in the realm of Internet of Things (IoT) and Cyber Physical Systems (CPS).

Discrete Dynamical Systems and Chaotic Machines

Jacques M. Bahi,Christophe Guyeux
Discrete Dynamical Systems and Chaotic Machines Book PDF

Author : Jacques M. Bahi,Christophe Guyeux
Publisher : CRC Press
Page : 236 pages
File Size : 44,9 Mb
Release : 2013-06-07
Category : Computers
ISBN : 9781466554504

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Discrete Dynamical Systems and Chaotic Machines by Jacques M. Bahi,Christophe Guyeux Pdf

For computer scientists, especially those in the security field, the use of chaos has been limited to the computation of a small collection of famous but unsuitable maps that offer no explanation of why chaos is relevant in the considered contexts. Discrete Dynamical Systems and Chaotic Machines: Theory and Applications shows how to make finite machines, such as computers, neural networks, and wireless sensor networks, work chaotically as defined in a rigorous mathematical framework. Taking into account that these machines must interact in the real world, the authors share their research results on the behaviors of discrete dynamical systems and their use in computer science. Covering both theoretical and practical aspects, the book presents: Key mathematical and physical ideas in chaos theory Computer science fundamentals, clearly establishing that chaos properties can be satisfied by finite state machines Concrete applications of chaotic machines in computer security, including pseudorandom number generators, hash functions, digital watermarking, and steganography Concrete applications of chaotic machines in wireless sensor networks, including secure data aggregation and video surveillance Until the authors’ recent research, the practical implementation of the mathematical theory of chaos on finite machines raised several issues. This self-contained book illustrates how chaos theory enables the study of computer security problems, such as steganalysis, that otherwise could not be tackled. It also explains how the theory reinforces existing cryptographically secure tools and schemes.

Functional Observers for Dynamical Systems

Hieu Trinh,Tyrone Fernando
Functional Observers for Dynamical Systems Book PDF

Author : Hieu Trinh,Tyrone Fernando
Publisher : Springer Science & Business Media
Page : 226 pages
File Size : 48,6 Mb
Release : 2011-09-24
Category : Technology & Engineering
ISBN : 9783642240638

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Functional Observers for Dynamical Systems by Hieu Trinh,Tyrone Fernando Pdf

The theory of linear functional observers, which is the subject of this book, is increasingly becoming a popular researched topic because of the many advantages it presents in state observation and control system design. This book presents recent information on the current state of the art research in this field. This book will serve as a useful reference to researchers in this area of research to understand the fundamental concepts relevant to the theory of functional observers and to gather most recent advancements in the field. This book is useful to academics and postgraduate students researching into the theory of linear functional observers. This book can also be useful for specialized final year undergraduate courses in control systems engineering and applied mathematics with a research focus.

Decision and Game Theory for Security

Linda Bushnell,Radha Poovendran,Tamer Başar
Decision and Game Theory for Security Book PDF

Author : Linda Bushnell,Radha Poovendran,Tamer Başar
Publisher : Springer
Page : 652 pages
File Size : 47,8 Mb
Release : 2018-10-22
Category : Computers
ISBN : 9783030015541

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Decision and Game Theory for Security by Linda Bushnell,Radha Poovendran,Tamer Başar Pdf

The 28 revised full papers presented together with 8 short papers were carefully reviewed and selected from 44 submissions.Among the topical areas covered were: use of game theory; control theory; and mechanism design for security and privacy; decision making for cybersecurity and security requirements engineering; security and privacy for the Internet-of-Things; cyber-physical systems; cloud computing; resilient control systems, and critical infrastructure; pricing; economic incentives; security investments, and cyber insurance for dependable and secure systems; risk assessment and security risk management; security and privacy of wireless and mobile communications, including user location privacy; sociotechnological and behavioral approaches to security; deceptive technologies in cybersecurity and privacy; empirical and experimental studies with game, control, or optimization theory-based analysis for security and privacy; and adversarial machine learning and crowdsourcing, and the role of artificial intelligence in system security.

Big Data Analytics Framework for Smart Grids

Rajkumar Viral,Divya Asija,Surender Salkuti
Big Data Analytics Framework for Smart Grids Book PDF

Author : Rajkumar Viral,Divya Asija,Surender Salkuti
Publisher : CRC Press
Page : 251 pages
File Size : 47,5 Mb
Release : 2023-12-22
Category : Computers
ISBN : 9781003828006

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Big Data Analytics Framework for Smart Grids by Rajkumar Viral,Divya Asija,Surender Salkuti Pdf

The text comprehensively discusses smart grid operations and the use of big data analytics in overcoming the existing challenges. It covers smart power generation, transmission, and distribution, explains energy management systems, artificial intelligence, and machine learning–based computing. Presents a detailed state-of-the-art analysis of big data analytics and its uses in power grids Describes how the big data analytics framework has been used to display energy in two scenarios including a single house and a smart grid with thousands of smart meters Explores the role of the internet of things, artificial intelligence, and machine learning in smart grids Discusses edge analytics for integration of generation technologies, and decision-making approaches in detail Examines research limitations and presents recommendations for further research to incorporate big data analytics into power system design and operational frameworks The text presents a comprehensive study and assessment of the state-of-the-art research and development related to the unique needs of electrical utility grids, including operational technology, storage, processing, and communication systems. It further discusses important topics such as complex adaptive power system, self-healing power system, smart transmission, and distribution networks, and smart metering infrastructure. It will serve as an ideal reference text for senior undergraduate, graduate students, and academic researchers in the areas such as electrical engineering, electronics and communications engineering, computer engineering, and information technology.

Dynamical Systems, Graphs, and Algorithms

George Osipenko
Dynamical Systems Graphs and Algorithms Book PDF

Author : George Osipenko
Publisher : Springer
Page : 286 pages
File Size : 43,5 Mb
Release : 2006-10-28
Category : Mathematics
ISBN : 9783540355953

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Dynamical Systems, Graphs, and Algorithms by George Osipenko Pdf

This book describes a family of algorithms for studying the global structure of systems. By a finite covering of the phase space we construct a directed graph with vertices corresponding to cells of the covering and edges corresponding to admissible transitions. The method is used, among other things, to locate the periodic orbits and the chain recurrent set, to construct the attractors and their basins, to estimate the entropy, and more.

Internet of Things Vulnerabilities and Recovery Strategies

Fahim Masoodi,Alwi Bamhdi,Majid Ahmad Charoo,Zubair Masoodi,Arif Lattoo,Gousiya Hussain
Internet of Things Vulnerabilities and Recovery Strategies Book PDF

Author : Fahim Masoodi,Alwi Bamhdi,Majid Ahmad Charoo,Zubair Masoodi,Arif Lattoo,Gousiya Hussain
Publisher : CRC Press
Page : 355 pages
File Size : 50,6 Mb
Release : 2024-07-26
Category : Computers
ISBN : 9781040025628

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Internet of Things Vulnerabilities and Recovery Strategies by Fahim Masoodi,Alwi Bamhdi,Majid Ahmad Charoo,Zubair Masoodi,Arif Lattoo,Gousiya Hussain Pdf

The Internet of Things (IoT) is a widely distributed and networked system of interrelated and interacting computing devices and objects. Because of IoT’s broad scope, it presents unique security problems, ranging from unsecure devices to users vulnerable to hackers. Presenting cutting- edge research to meet these challenges, Internet of Things Vulnerabilities and Recovery Strategies presents models of attack on IoT systems and solutions to prevent such attacks. Examining the requirements to secure IoT- systems, the book offers recovery strategies and addresses security concerns related to: Data Routing Data Integrity Device Supervision IoT Integration Information Storage IoT Performance The book takes a holistic approach that encompasses visibility, segmentation, and protection. In addition to visual approaches and policy- driven measures, the book looks at developing secure and fault- tolerant IoT devices. It examines how to locate faults and presents mitigation strategies, as well as security models to prevent and thwart hacking. The book also examines security issues related to IoT systems and device maintenance.

An Introduction to Hybrid Dynamical Systems

Arjan J. van der Schaft,Hans Schumacher
An Introduction to Hybrid Dynamical Systems Book PDF

Author : Arjan J. van der Schaft,Hans Schumacher
Publisher : Springer
Page : 189 pages
File Size : 46,9 Mb
Release : 2007-10-03
Category : Technology & Engineering
ISBN : 9781846285424

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An Introduction to Hybrid Dynamical Systems by Arjan J. van der Schaft,Hans Schumacher Pdf

This book is about dynamical systems that are "hybrid" in the sense that they contain both continuous and discrete state variables. Recently there has been increased research interest in the study of the interaction between discrete and continuous dynamics. The present volume provides a first attempt in book form to bring together concepts and methods dealing with hybrid systems from various areas, and to look at these from a unified perspective. The authors have chosen a mode of exposition that is largely based on illustrative examples rather than on the abstract theorem-proof format because the systematic study of hybrid systems is still in its infancy. The examples are taken from many different application areas, ranging from power converters to communication protocols and from chaos to mathematical finance. Subjects covered include the following: definition of hybrid systems; description formats; existence and uniqueness of solutions; special subclasses (variable-structure systems, complementarity systems); reachability and verification; stability and stabilizability; control design methods. The book will be of interest to scientists from a wide range of disciplines including: computer science, control theory, dynamical system theory, systems modeling and simulation, and operations research.

Research Anthology on Privatizing and Securing Data

Management Association, Information Resources
Research Anthology on Privatizing and Securing Data Book PDF

Author : Management Association, Information Resources
Publisher : IGI Global
Page : 2188 pages
File Size : 52,8 Mb
Release : 2021-04-23
Category : Computers
ISBN : 9781799889557

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Research Anthology on Privatizing and Securing Data by Management Association, Information Resources Pdf

With the immense amount of data that is now available online, security concerns have been an issue from the start, and have grown as new technologies are increasingly integrated in data collection, storage, and transmission. Online cyber threats, cyber terrorism, hacking, and other cybercrimes have begun to take advantage of this information that can be easily accessed if not properly handled. New privacy and security measures have been developed to address this cause for concern and have become an essential area of research within the past few years and into the foreseeable future. The ways in which data is secured and privatized should be discussed in terms of the technologies being used, the methods and models for security that have been developed, and the ways in which risks can be detected, analyzed, and mitigated. The Research Anthology on Privatizing and Securing Data reveals the latest tools and technologies for privatizing and securing data across different technologies and industries. It takes a deeper dive into both risk detection and mitigation, including an analysis of cybercrimes and cyber threats, along with a sharper focus on the technologies and methods being actively implemented and utilized to secure data online. Highlighted topics include information governance and privacy, cybersecurity, data protection, challenges in big data, security threats, and more. This book is essential for data analysts, cybersecurity professionals, data scientists, security analysts, IT specialists, practitioners, researchers, academicians, and students interested in the latest trends and technologies for privatizing and securing data.

Recent Advances in Control and Filtering of Dynamic Systems with Constrained Signals

Ju H. Park,Hao Shen,Xiao-Heng Chang,Tae H. Lee
Recent Advances in Control and Filtering of Dynamic Systems with Constrained Signals Book PDF

Author : Ju H. Park,Hao Shen,Xiao-Heng Chang,Tae H. Lee
Publisher : Springer
Page : 226 pages
File Size : 49,6 Mb
Release : 2018-08-09
Category : Technology & Engineering
ISBN : 9783319962023

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Recent Advances in Control and Filtering of Dynamic Systems with Constrained Signals by Ju H. Park,Hao Shen,Xiao-Heng Chang,Tae H. Lee Pdf

This book introduces the principle theories and applications of control and filtering problems to address emerging hot topics in feedback systems. With the development of IT technology at the core of the 4th industrial revolution, dynamic systems are becoming more sophisticated, networked, and advanced to achieve even better performance. However, this evolutionary advance in dynamic systems also leads to unavoidable constraints. In particular, such elements in control systems involve uncertainties, communication/transmission delays, external noise, sensor faults and failures, data packet dropouts, sampling and quantization errors, and switching phenomena, which have serious effects on the system’s stability and performance. This book discusses how to deal with such constraints to guarantee the system’s design objectives, focusing on real-world dynamical systems such as Markovian jump systems, networked control systems, neural networks, and complex networks, which have recently excited considerable attention. It also provides a number of practical examples to show the applicability of the presented methods and techniques. This book is of interest to graduate students, researchers and professors, as well as R&D engineers involved in control theory and applications looking to analyze dynamical systems with constraints and to synthesize various types of corresponding controllers and filters for optimal performance of feedback systems.

Hybrid Dynamical Systems

Mohamed Djemai,Michael Defoort
Hybrid Dynamical Systems Book PDF

Author : Mohamed Djemai,Michael Defoort
Publisher : Springer
Page : 332 pages
File Size : 40,5 Mb
Release : 2014-10-13
Category : Technology & Engineering
ISBN : 9783319107950

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Hybrid Dynamical Systems by Mohamed Djemai,Michael Defoort Pdf

This book is a collection of contributions defining the state of current knowledge and new trends in hybrid systems – systems involving both continuous dynamics and discrete events – as described by the work of several well-known groups of researchers. Hybrid Dynamical Systems presents theoretical advances in such areas as diagnosability, observability and stabilization for various classes of system. Continuous and discrete state estimation and self-triggering control of nonlinear systems are advanced. The text employs various methods, among them, high-order sliding modes, Takagi–Sugeno representation and sampled-data switching to achieve its ends. The many applications of hybrid systems from power converters to computer science are not forgotten; studies of flexible-joint robotic arms and – as representative biological systems – the behaviour of the human heart and vasculature, demonstrate the wide-ranging practical significance of control in hybrid systems. The cross-disciplinary origins of study in hybrid systems are evident. Academic researchers and graduate students interested in hybrid and switched systems need look no further than Hybrid Dynamical Systems for a single source which will bring them up to date with work in this area from around the world.

Systems, Self-Organisation and Information

Pereira Junior Alfredo,William A Pickering,Ricardo Ribeiro Gudwin
Systems Self Organisation and Information Book PDF

Author : Pereira Junior Alfredo,William A Pickering,Ricardo Ribeiro Gudwin
Publisher : Routledge
Page : 423 pages
File Size : 52,7 Mb
Release : 2018-10-04
Category : Psychology
ISBN : 9780429880148

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Systems, Self-Organisation and Information by Pereira Junior Alfredo,William A Pickering,Ricardo Ribeiro Gudwin Pdf

Complex system studies are a growing area of central importance to a wide range of disciplines, ranging from physics to politics and beyond. Adopting this interdisciplinary approach, Systems, Self-Organisation and Information presents and discusses a range of ground-breaking research in complex systems theory. Building upon foundational concepts, the volume introduces a theory of Self-Organization, providing definitions of concepts including system, structure, organization, functionality, and boundary. Biophysical and cognitive approaches to Self-Organization are also covered, discussing the complex dynamics of living beings and the brain, and self-organized adaptation and learning in computational systems. The convergence of Peircean philosophy with the study of Self-Organization also provides an original pathway of research, which contributes to a dialogue between pragmatism, semeiotics, complexity theory, and self-organizing systems. As one of the few interdisciplinary works on systems theory, relating Self-Organization and Information Theory, Systems, Self-Organisation and Information is an invaluable resource for researchers and postgraduate students interested in complex systems theory from related disciplines including philosophy, physics, and engineering.