Big Data Privacy Preservation for Cyber-Physical Systems (Record no. 75712)
[ view plain ]
000 -LEADER | |
---|---|
fixed length control field | 04800nam a22006015i 4500 |
001 - CONTROL NUMBER | |
control field | 978-3-030-13370-2 |
005 - DATE AND TIME OF LATEST TRANSACTION | |
control field | 20220801213902.0 |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
fixed length control field | 190325s2019 sz | s |||| 0|eng d |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
ISBN | 9783030133702 |
-- | 978-3-030-13370-2 |
082 04 - CLASSIFICATION NUMBER | |
Call Number | 621.384 |
100 1# - AUTHOR NAME | |
Author | Pan, Miao. |
245 10 - TITLE STATEMENT | |
Title | Big Data Privacy Preservation for Cyber-Physical Systems |
250 ## - EDITION STATEMENT | |
Edition statement | 1st ed. 2019. |
300 ## - PHYSICAL DESCRIPTION | |
Number of Pages | IX, 73 p. 25 illus., 23 illus. in color. |
490 1# - SERIES STATEMENT | |
Series statement | SpringerBriefs in Electrical and Computer Engineering, |
505 0# - FORMATTED CONTENTS NOTE | |
Remark 2 | 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 Users' Differential Privacy Preservation in Information-Centric Networks -- Chapter 6 Clock Auction Inspired Privacy Preservation in Colocation Data Centers. |
520 ## - SUMMARY, ETC. | |
Summary, etc | 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. . |
700 1# - AUTHOR 2 | |
Author 2 | Wang, Jingyi. |
700 1# - AUTHOR 2 | |
Author 2 | Errapotu, Sai Mounika. |
700 1# - AUTHOR 2 | |
Author 2 | Zhang, Xinyue. |
700 1# - AUTHOR 2 | |
Author 2 | Ding, Jiahao. |
700 1# - AUTHOR 2 | |
Author 2 | Han, Zhu. |
856 40 - ELECTRONIC LOCATION AND ACCESS | |
Uniform Resource Identifier | https://doi.org/10.1007/978-3-030-13370-2 |
942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
Koha item type | eBooks |
264 #1 - | |
-- | Cham : |
-- | Springer International Publishing : |
-- | Imprint: Springer, |
-- | 2019. |
336 ## - | |
-- | text |
-- | txt |
-- | rdacontent |
337 ## - | |
-- | computer |
-- | c |
-- | rdamedia |
338 ## - | |
-- | online resource |
-- | cr |
-- | rdacarrier |
347 ## - | |
-- | text file |
-- | |
-- | rda |
650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
-- | Wireless communication systems. |
650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
-- | Mobile communication systems. |
650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
-- | Data protection. |
650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
-- | Telecommunication. |
650 14 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
-- | Wireless and Mobile Communication. |
650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
-- | Data and Information Security. |
650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
-- | Communications Engineering, Networks. |
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
-- | 2191-8120 |
912 ## - | |
-- | ZDB-2-ENG |
912 ## - | |
-- | ZDB-2-SXE |
No items available.