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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Technik Elektronik, Elektro- und Nachrichtentechnik Big Data Privacy Preservation for Cyber-Physical Systems
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Big Data Privacy Preservation for Cyber-Physical Systems
Miao Pan (Taschenbuch, Englisch)
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Beschreibung
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. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
04.04.2019
Sprache
Englisch
EAN
9783030133696
Herausgeber
Springer International Publishing
Serien- oder Bandtitel
SpringerBriefs in Electrical and Computer Engineering
Sonderedition
Nein
Autor
Miao Pan
Seitenanzahl
73
Auflage
1st edition 2019
Einbandart
Taschenbuch
Schlagwörter
Big Data Analytics, Wireless big data privacy, differential privacy, data-driven optimization, ADMM, machine learning, Cyber-Physical Systems, Privacy Preservation, Applied Crypography, Data Analysis, Secure Computation, Smart Grid, Information-Centric Network, Spectrum Tading, Cognitive Radio Network, Clock-Auction, Demand Response, Colocation Data Centers
Thema-Inhalt
TJKW - Drahtlostechnologie
UR - Computersicherheit
UTN - Netzwerksicherheit
TJK - Nachrichtententechnik, Telekommunikation
Höhe
235 mm
Breite
15.5 cm
Hersteller: Springer, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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