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Big Data Privacy Preservation for Cyber-Physical Systems, Miao Pan; Jingyi Wang; Sai Mounika Errapotu; Xinyu


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Автор: Miao Pan; Jingyi Wang; Sai Mounika Errapotu; Xinyu
Название:  Big Data Privacy Preservation for Cyber-Physical Systems
ISBN: 9783030133696
Издательство: Springer
Классификация:




ISBN-10: 3030133699
Обложка/Формат: Soft cover
Страницы: 73
Вес: 0.15 кг.
Дата издания: 2019
Серия: SpringerBriefs in Electrical and Computer Engineering
Язык: English
Издание: 1st ed. 2019
Иллюстрации: 23 illustrations, color; 2 illustrations, black and white; ix, 73 p. 25 illus., 23 illus. in color.
Размер: 234 x 156 x 4
Читательская аудитория: Professional & vocational
Основная тема: Engineering
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This SpringerBrief mainly focuses on effective big data analytics for CPS, and addresses the privacy issues that arise on various CPS applications. The authors develop a series of privacy preserving data analytic and processing methodologies through data driven optimization based on applied cryptographic techniques and differential privacy in this brief. This brief also focuses on effectively integrating the data analysis and data privacy preservation techniques to provide the most desirable solutions for the state-of-the-art CPS with various application-specific requirements. Cyber-physical systems (CPS) are the “next generation of engineered systems,” that integrate computation and networking capabilities to monitor and control entities in the physical world. Multiple domains of CPS typically collect huge amounts of data and rely on it for decision making, where the data may include individual or sensitive information, for e.g., smart metering, intelligent transportation, healthcare, sensor/data aggregation, crowd sensing etc. This brief assists users working in these areas and contributes to the literature by addressing data privacy concerns during collection, computation or big data analysis in these large scale systems. Data breaches result in undesirable loss of privacy for the participants and for the entire system, therefore identifying the vulnerabilities and developing tools to mitigate such concerns is crucial to build high confidence CPS.This Springerbrief targets professors, professionals and research scientists working in Wireless Communications, Networking, Cyber-Physical Systems and Data Science. Undergraduate and graduate-level students interested in Privacy Preservation of state-of-the-art Wireless Networks and Cyber-Physical Systems will use this Springerbrief as a study guide.
Дополнительное описание: Chapter 1 Cyber-Physical Systems.- Chapter 2 Preliminaries.- Chapter 3 Spectrum Trading with Secondary Users' Privacy Protection.- Chapter 4 Optimization for Utility Providers with Privacy Preservation of Users' Energy Profile.- Chapter 5 Caching with Use



Securing Cyber-Physical Systems

Название: Securing Cyber-Physical Systems
ISBN: 1498700985 ISBN-13(EAN): 9781498700986
Издательство: Taylor&Francis
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Цена: 19140.00 р.
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Описание:

Think about someone taking control of your car while you're driving. Or, someone hacking into a drone and taking control. Both of these things have been done, and both are attacks against cyber-physical systems (CPS). Securing Cyber-Physical Systems explores the cybersecurity needed for CPS, with a focus on results of research and real-world deployment experiences. It addresses CPS across multiple sectors of industry.

CPS emerged from traditional engineered systems in the areas of power and energy, automotive, healthcare, and aerospace. By introducing pervasive communication support in those systems, CPS made the systems more flexible, high-performing, and responsive. In general, these systems are mission-critical--their availability and correct operation is essential. This book focuses on the security of such mission-critical systems.

Securing Cyber-Physical Systems brings together engineering and IT experts who have been dealing separately with these issues. The contributed chapters in this book cover a broad range of CPS security topics, including:

  • Securing modern electrical power systems
  • Using moving target defense (MTD) techniques to secure CPS
  • Securing wireless sensor networks (WSNs) used for critical infrastructures
  • Mechanisms to improve cybersecurity and privacy in transportation CPS
  • Anticipated cyberattacks and defense approaches for next-generation autonomous vehicles
  • Security issues, vulnerabilities, and challenges in the Internet of Things
  • Machine-to-machine (M2M) communication security
  • Security of industrial control systems
  • Designing "trojan-resilient" integrated circuits

While CPS security techniques are constantly evolving, this book captures the latest advancements from many different fields. It should be a valuable resource for both professionals and students working in network, web, computer, or embedded system security.

Secure and Trustworthy Transportation Cyber-Physical Systems

Автор: Yunchuan Sun; Houbing Song
Название: Secure and Trustworthy Transportation Cyber-Physical Systems
ISBN: 9811038910 ISBN-13(EAN): 9789811038914
Издательство: Springer
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Цена: 7685.00 р.
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Описание: This book comprehensively reviews the cyber security and privacy issues in transportation cyber-physical systems (TCPSs). It then discusses in detail the principles and metrics of evaluating safety and privacy in TCPSs and elaborates the verification and analysis of secure, robust and trustworthy TCPSs.

Vehicular Cyber Physical Systems

Автор: Rawat
Название: Vehicular Cyber Physical Systems
ISBN: 331944493X ISBN-13(EAN): 9783319444932
Издательство: Springer
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Цена: 16769.00 р.
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Описание:

This book provides probabilistic, deterministic and geolocation-aware approaches for adaptive connectivity, robust security and privacy-aware communications for vehicular cyber physical systems (CPS). It presents mathematical models and numerical results obtained from experiments and simulations, and a trade-off between connectivity, security and privacy for vehicular communications.
Connectivity between vehicles is crucial for vehicular CPS. Intelligent vehicular CPS provides not only road safety and traffic efficiency by exchanging information among vehicles, but also offers infotainment services to passengers using a variety of wireless technologies to forward the traffic/trajectory information with Vehicle-to-Vehicle (V2V), vehicular ad hoc network (VANET), and Vehicle-to-Roadside-to-Vehicle (V2R2V) communications.
The book covers how to ensure that the message received from other vehicles is secure and trustworthy, rather than malicious. Further, it reveals how to make sure that the privacy of participants is not revealed while validating the received message. Researchers and professionals working with vehicular networks, smart systems, cyber physical systems, and mobile privacy will find this book valuable.
Diagnosability, Security and Safety of Hybrid Dynamic and Cyber-Physical Systems

Автор: Sayed-Mouchaweh
Название: Diagnosability, Security and Safety of Hybrid Dynamic and Cyber-Physical Systems
ISBN: 3319749617 ISBN-13(EAN): 9783319749617
Издательство: Springer
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Цена: 13974.00 р.
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Описание: 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.

Optimal Observation for Cyber-physical Systems

Автор: Zhen Song; YangQuan Chen; Chellury R. Sastry; Nazi
Название: Optimal Observation for Cyber-physical Systems
ISBN: 1447156951 ISBN-13(EAN): 9781447156956
Издательство: Springer
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Цена: 18167.00 р.
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Описание: A unified theoretical framework, based on the well-established theory of optimal experimental design and providing consistent solutions to problems hitherto requiring a variety of approaches, is put forward to solve a large class of optimal observation problems.

Applied Cyber-Physical Systems

Автор: Sang C. Suh; U. John Tanik; John N. Carbone; Abdul
Название: Applied Cyber-Physical Systems
ISBN: 1461473357 ISBN-13(EAN): 9781461473350
Издательство: Springer
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Цена: 20962.00 р.
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Описание: Applied Cyber-Physical Systems presents the latest methods and technologies in the area of cyber-physical systems including medical and biological applications. Cyber-physical systems (CPS) integrate computing and communication capabilities by monitoring, and controlling the physical systems via embedded hardware and computers.

Cyber-Physical Systems: Architecture, Security and Application

Автор: Guo
Название: Cyber-Physical Systems: Architecture, Security and Application
ISBN: 3319925636 ISBN-13(EAN): 9783319925639
Издательство: Springer
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Цена: 19564.00 р.
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Описание: This book provides an overview of recent innovations and achievements in the broad areas of cyber-physical systems (CPS), including architecture, networking, systems, applications, security, and privacy.

Diagnosability, Security and Safety of Hybrid Dynamic and Cyber-Physical Systems

Автор: Moamar Sayed-Mouchaweh
Название: Diagnosability, Security and Safety of Hybrid Dynamic and Cyber-Physical Systems
ISBN: 3030091147 ISBN-13(EAN): 9783030091149
Издательство: Springer
Рейтинг:
Цена: 13974.00 р.
Наличие на складе: Поставка под заказ.

Описание: 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.).

Drones as Cyber-Physical Systems

Автор: Jung-Sup Um
Название: Drones as Cyber-Physical Systems
ISBN: 9811337403 ISBN-13(EAN): 9789811337406
Издательство: Springer
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Цена: 19564.00 р.
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Описание: This book introduces the concept of using drones as a teaching tool to explore the fundamental principles, technology and applications of Cyber-Physical Systems (CPS).A short introduction sets CPS in the context of the 4th industrial revolution, and describes various CPS technologies including self-driving cars, commercial intelligent drones and mobile robots, in which artificial intelligence routinely supports smarter decision-making. The core of the book then focuses on commercially available drones, the only available system offering the advantage of cyber-physical bridging through 3D autonomous dynamic flying in classroom conditions. Chapters describe drone technology, including location sensors and imaging systems. CPS theory is explained through typical drone flying procedures and do-it-yourself (DIY) aerial photography in which communication between sensors, actuators and controllers occurs through cyber-physical bi-directional bridging.This book opens new possibilities in fostering 4th industrial revolution literacy, introducing relevant examples from readily available equipment, making core elements of cyber-physical bridging accessible. It is aimed primarily at those students who have an interest in CPS, drones and those from disciplines that are concerned with spatial information.

Cyber-Physical Systems: Architecture, Security and Application

Автор: Song Guo; Deze Zeng
Название: Cyber-Physical Systems: Architecture, Security and Application
ISBN: 3030064611 ISBN-13(EAN): 9783030064617
Издательство: Springer
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Цена: 19564.00 р.
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Описание: This book provides an overview of recent innovations and achievements in the broad areas of cyber-physical systems (CPS), including architecture, networking, systems, applications, security, and privacy. The book discusses various new CPS technologies from diverse aspects to enable higher level of innovation towards intelligent life. The book provides insight to the future integration, coordination and interaction between the physical world, the information world, and human beings. The book features contributions from renowned researchers and engineers, who discuss key issues from various perspectives, presenting opinions and recent CPS-related achievements.Investigates how to advance the development of cyber-physical systems Provides a joint consideration of other newly emerged technologies and concepts in relation to CPS like cloud computing, big data, fog computing, and crowd sourcingIncludes topics related to CPS such as architecture, system, networking, application, algorithm, security and privacy

Machine Learning for Cyber Physical Systems

Автор: J?rgen Beyerer; Christian K?hnert; Oliver Niggeman
Название: Machine Learning for Cyber Physical Systems
ISBN: 3662584840 ISBN-13(EAN): 9783662584842
Издательство: Springer
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Цена: 6986.00 р.
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Описание: This Open Access proceedings presents new approaches to Machine Learning for Cyber Physical Systems, experiences and visions. It contains some selected papers from the international Conference ML4CPS – Machine Learning for Cyber Physical Systems, which was held in Karlsruhe, October 23-24, 2018. Cyber Physical Systems are characterized by their ability to adapt and to learn: They analyze their environment and, based on observations, they learn patterns, correlations and predictive models. Typical applications are condition monitoring, predictive maintenance, image processing and diagnosis. Machine Learning is the key technology for these developments.

Introduction to Embedded Systems: A Cyber-Physical Systems Approach

Автор: Lee Edward A., Seshia Sanjit A.
Название: Introduction to Embedded Systems: A Cyber-Physical Systems Approach
ISBN: 0262533812 ISBN-13(EAN): 9780262533812
Издательство: MIT Press
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Цена: 8465.00 р.
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Описание:

An introduction to the engineering principles of embedded systems, with a focus on modeling, design, and analysis of cyber-physical systems.

The most visible use of computers and software is processing information for human consumption. The vast majority of computers in use, however, are much less visible. They run the engine, brakes, seatbelts, airbag, and audio system in your car. They digitally encode your voice and construct a radio signal to send it from your cell phone to a base station. They command robots on a factory floor, power generation in a power plant, processes in a chemical plant, and traffic lights in a city. These less visible computers are called embedded systems, and the software they run is called embedded software. The principal challenges in designing and analyzing embedded systems stem from their interaction with physical processes. This book takes a cyber-physical approach to embedded systems, introducing the engineering concepts underlying embedded systems as a technology and as a subject of study. The focus is on modeling, design, and analysis of cyber-physical systems, which integrate computation, networking, and physical processes.

The second edition offers two new chapters, several new exercises, and other improvements. The book can be used as a textbook at the advanced undergraduate or introductory graduate level and as a professional reference for practicing engineers and computer scientists. Readers should have some familiarity with machine structures, computer programming, basic discrete mathematics and algorithms, and signals and systems.


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