| 000 | 04800nam a22006015i 4500 | ||
|---|---|---|---|
| 001 | 978-3-030-13370-2 | ||
| 003 | DE-He213 | ||
| 005 | 20220801213902.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 190325s2019 sz | s |||| 0|eng d | ||
| 020 |
_a9783030133702 _9978-3-030-13370-2 |
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| 024 | 7 |
_a10.1007/978-3-030-13370-2 _2doi |
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| 050 | 4 | _aTK5103.2-.4885 | |
| 072 | 7 |
_aTJKW _2bicssc |
|
| 072 | 7 |
_aTEC061000 _2bisacsh |
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| 072 | 7 |
_aTJKW _2thema |
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| 082 | 0 | 4 |
_a621.384 _223 |
| 100 | 1 |
_aPan, Miao. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _934979 |
|
| 245 | 1 | 0 |
_aBig Data Privacy Preservation for Cyber-Physical Systems _h[electronic resource] / _cby Miao Pan, Jingyi Wang, Sai Mounika Errapotu, Xinyue Zhang, Jiahao Ding, Zhu Han. |
| 250 | _a1st ed. 2019. | ||
| 264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2019. |
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| 300 |
_aIX, 73 p. 25 illus., 23 illus. in color. _bonline resource. |
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| 336 |
_atext _btxt _2rdacontent |
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| 337 |
_acomputer _bc _2rdamedia |
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| 338 |
_aonline resource _bcr _2rdacarrier |
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| 347 |
_atext file _bPDF _2rda |
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| 490 | 1 |
_aSpringerBriefs in Electrical and Computer Engineering, _x2191-8120 |
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| 505 | 0 | _aChapter 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 | _aThis 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. . | ||
| 650 | 0 |
_aWireless communication systems. _93474 |
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| 650 | 0 |
_aMobile communication systems. _94051 |
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| 650 | 0 |
_aData protection. _97245 |
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| 650 | 0 |
_aTelecommunication. _910437 |
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| 650 | 1 | 4 |
_aWireless and Mobile Communication. _934980 |
| 650 | 2 | 4 |
_aData and Information Security. _931990 |
| 650 | 2 | 4 |
_aCommunications Engineering, Networks. _931570 |
| 700 | 1 |
_aWang, Jingyi. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _934981 |
|
| 700 | 1 |
_aErrapotu, Sai Mounika. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _934982 |
|
| 700 | 1 |
_aZhang, Xinyue. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _934983 |
|
| 700 | 1 |
_aDing, Jiahao. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _934984 |
|
| 700 | 1 |
_aHan, Zhu. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _934985 |
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| 710 | 2 |
_aSpringerLink (Online service) _934986 |
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| 773 | 0 | _tSpringer Nature eBook | |
| 776 | 0 | 8 |
_iPrinted edition: _z9783030133696 |
| 776 | 0 | 8 |
_iPrinted edition: _z9783030133719 |
| 830 | 0 |
_aSpringerBriefs in Electrical and Computer Engineering, _x2191-8120 _934987 |
|
| 856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-030-13370-2 |
| 912 | _aZDB-2-ENG | ||
| 912 | _aZDB-2-SXE | ||
| 942 | _cEBK | ||
| 999 |
_c75712 _d75712 |
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