Big Data Privacy Preservation for Cyber Physical Systems

Written By Miao Pan
Big Data Privacy Preservation for Cyber Physical Systems
  • Publsiher : Springer
  • Release : 25 March 2019
  • ISBN : 3030133702
  • Pages : 73 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Big Data Privacy Preservation for Cyber Physical Systems written by Miao Pan which was release on 25 March 2019, this book published by Springer. Available in PDF, EPUB and Kindle Format. Book excerpt: 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.

Big Data Privacy Preservation for Cyber Physical Systems

Big Data Privacy Preservation for Cyber Physical Systems
  • Author : Miao Pan,Jingyi Wang,Sai Mounika Errapotu,Xinyue Zhang,Jiahao Ding,Zhu Han
  • Publisher : Springer
  • Release Date : 2019-03-25
  • Total pages : 73
  • ISBN : 3030133702
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Summary : 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. ...

Big Data Analytics for Cyber Physical Systems

Big Data Analytics for Cyber Physical Systems
  • Author : Shiyan Hu,Bei Yu
  • Publisher : Springer Nature
  • Release Date : 2020-06-25
  • Total pages : 270
  • ISBN : 3030133702
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Summary : This book highlights research and survey articles dedicated to big data techniques for cyber-physical system (CPS), which addresses the close interactions and feedback controls between cyber components and physical components. The book first discusses some fundamental big data problems and solutions in large scale distributed CPSs. The book then addresses ...

Big Data Analytics for Cyber Physical Systems

Big Data Analytics for Cyber Physical Systems
  • Author : Guido Dartmann,Houbing Song,Anke Schmeink
  • Publisher : Elsevier
  • Release Date : 2019-07-15
  • Total pages : 396
  • ISBN : 3030133702
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Summary : Big Data Analytics in Cyber-Physical Systems: Machine Learning for the Internet of Things examines sensor signal processing, IoT gateways, optimization and decision-making, intelligent mobility, and implementation of machine learning algorithms in embedded systems. This book focuses on the interaction between IoT technology and the mathematical tools used to evaluate the ...

Big Data Analytics for Cyber Physical System in Smart City

Big Data Analytics for Cyber Physical System in Smart City
  • Author : Mohammed Atiquzzaman
  • Publisher : Springer Nature
  • Release Date : 2021-12-01
  • Total pages : 212
  • ISBN : 3030133702
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Summary : Download or read online Big Data Analytics for Cyber Physical System in Smart City written by Mohammed Atiquzzaman, published by Springer Nature which was released on . Get Big Data Analytics for Cyber Physical System in Smart City Books now! Available in PDF, ePub and Kindle....

Big Data Analytics for Cyber Physical System in Smart City

Big Data Analytics for Cyber Physical System in Smart City
  • Author : Mohammed Atiquzzaman,Neil Yen,Zheng Xu
  • Publisher : Springer Nature
  • Release Date : 2020-01-11
  • Total pages : 2016
  • ISBN : 3030133702
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Summary : This book gathers a selection of peer-reviewed papers presented at the first Big Data Analytics for Cyber-Physical System in Smart City (BDCPS 2019) conference, held in Shengyang, China, on 28–29 December 2019. The contributions, prepared by an international team of scientists and engineers, cover the latest advances made in the field of machine ...

2021 International Conference on Big Data Analytics for Cyber Physical System in Smart City

2021 International Conference on Big Data Analytics for Cyber Physical System in Smart City
  • Author : Mohammed Atiquzzaman,Neil Yen,Zheng Xu
  • Publisher : Springer
  • Release Date : 2022-01-10
  • Total pages : 720
  • ISBN : 3030133702
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Summary : This book gathers a selection of peer-reviewed papers presented at the third Big Data Analytics for Cyber-Physical System in Smart City (BDCPS 2021) conference, held in Shanghai, China, on Nov. 27, 2021. The contributions, prepared by an international team of scientists and engineers, cover the latest advances made in the field of machine ...

2021 International Conference on Big Data Analytics for Cyber Physical System in Smart City

2021 International Conference on Big Data Analytics for Cyber Physical System in Smart City
  • Author : Mohammed Atiquzzaman,Neil Yen,Zheng Xu
  • Publisher : Springer
  • Release Date : 2022-01-10
  • Total pages : 720
  • ISBN : 3030133702
GET BOOK

Summary : This book gathers a selection of peer-reviewed papers presented at the third Big Data Analytics for Cyber-Physical System in Smart City (BDCPS 2021) conference, held in Shanghai, China, on Nov. 27, 2021. The contributions, prepared by an international team of scientists and engineers, cover the latest advances made in the field of machine ...

Cybersecurity and Privacy in Cyber Physical Systems

Cybersecurity and Privacy in Cyber Physical Systems
  • Author : Yassine Maleh,Mohammad Shojafar,Ashraf Darwish,Abdelkrim Haqiq
  • Publisher : CRC Press
  • Release Date : 2019-05-01
  • Total pages : 434
  • ISBN : 3030133702
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Summary : 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 ...

Transportation Cyber Physical Systems

Transportation Cyber Physical Systems
  • Author : Lipika Deka,Mashrur Chowdhury
  • Publisher : Elsevier
  • Release Date : 2018-07-30
  • Total pages : 348
  • ISBN : 3030133702
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Summary : Transportation Cyber-Physical Systems provides current and future researchers, developers and practitioners with the latest thinking on the emerging interdisciplinary field of Transportation Cyber Physical Systems (TCPS). The book focuses on enhancing efficiency, reducing environmental stress, and meeting societal demands across the continually growing air, water and land transportation needs of ...

Advances in Through life Engineering Services

Advances in Through life Engineering Services
  • Author : Louis Redding,Rajkumar Roy,Andy Shaw
  • Publisher : Springer
  • Release Date : 2017-04-22
  • Total pages : 470
  • ISBN : 3030133702
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Summary : This edited book offers further advances, new perspectives, and developments from world leaders in the field of through-life engineering services (TES). It builds up on the earlier book by the same authors entitled: “Through-life Engineering Services: Motivation, Theory and Practice.” This compendium introduces and discusses further, the developments in workshop-based ...

Cyber physical Systems and Digital Twins

Cyber physical Systems and Digital Twins
  • Author : Michael E. Auer,Kalyan Ram B.
  • Publisher : Springer
  • Release Date : 2019-07-10
  • Total pages : 862
  • ISBN : 3030133702
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Summary : This book constitutes the proceedings of the 16th International Conference on Remote Engineering and Virtual Instrumentation (REV), held at the BMS College of Engineering, Bangalore, India on 3–6 February 2019. Today, online technologies are at the core of most fields of engineering, as well as of society as a whole, and are ...

Cloud Based Cyber Physical Systems in Manufacturing

Cloud Based Cyber Physical Systems in Manufacturing
  • Author : Lihui Wang,Xi Vincent Wang
  • Publisher : Springer
  • Release Date : 2017-11-16
  • Total pages : 404
  • ISBN : 3030133702
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Summary : This book presents state-of-the-art research, challenges and solutions in the area of cloud-based cyber-physical systems (CPS) used in manufacturing. It provides a comprehensive review of the literature and an in-depth treatment of novel methodologies, algorithms and systems in the area of architecture design, cyber security, process planning, monitoring and control. ...

Robots Drones UAVs and UGVs for Operation and Maintenance

Robots  Drones  UAVs and UGVs for Operation and Maintenance
  • Author : Diego Galar,Uday Kumar,Dammika Seneviratne
  • Publisher : CRC Press
  • Release Date : 2020-05-07
  • Total pages : 398
  • ISBN : 3030133702
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Summary : Industrial assets (such as railway lines, roads, pipelines) are usually huge, span long distances, and can be divided into clusters or segments that provide different levels of functionality subject to different loads, degradations and environmental conditions, and their efficient management is necessary. The aim of the book is to give ...

Cyber Physical Systems for Next Generation Networks

Cyber Physical Systems for Next Generation Networks
  • Author : Rodrigues, Joel J. P. C.,Gawanmeh, Amjad
  • Publisher : IGI Global
  • Release Date : 2018-05-19
  • Total pages : 293
  • ISBN : 3030133702
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Summary : The use of cyber-physical systems in recent computing, communication, and control methods to design and operate intelligent and autonomous systems using cutting-edge technologies has led to many advances. By studying emerging trends in these systems, programming techniques can be optimized and strengthened to create a higher level of effectiveness. Cyber-Physical ...

Machine Intelligence and Big Data Analytics for Cybersecurity Applications

Machine Intelligence and Big Data Analytics for Cybersecurity Applications
  • Author : Yassine Maleh,Mohammad Shojafar,Mamoun Alazab,Youssef Baddi
  • Publisher : Springer Nature
  • Release Date : 2020-12-14
  • Total pages : 539
  • ISBN : 3030133702
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Summary : This book presents the latest advances in machine intelligence and big data analytics to improve early warning of cyber-attacks, for cybersecurity intrusion detection and monitoring, and malware analysis. Cyber-attacks have posed real and wide-ranging threats for the information society. Detecting cyber-attacks becomes a challenge, not only because of the sophistication ...