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Handbook of Mobile Data Privacy
ISBN-13:
9783319981611
Veröffentl:
2018
Seiten:
403
Autor:
Aris Gkoulalas-Divanis
eBook Typ:
PDF
eBook Format:
EPUB
Kopierschutz:
1 - PDF Watermark
Sprache:
Englisch
Beschreibung:
This handbook covers the fundamental principles and theory, and the state-of-the-art research, systems and applications, in the area of mobility data privacy. It is primarily addressed to computer science and statistics researchers and educators, who are interested in topics related to mobility privacy. This handbook will also be valuable to industry developers, as it explains the state-of-the-art algorithms for offering privacy. By discussing a wide range of privacy techniques, providing in-depth coverage of the most important ones, and highlighting promising avenues for future research, this handbook also aims at attracting computer science and statistics students to this interesting field of research.
1 Introduction to Mobility Data Privacy.- 2 Modeling and Understanding Intrinsic Characteristics of Human Mobility.- 3 Privacy in Location-Sensing Technologies.- 4 Privacy Protection in Location-based Services: A Survey.- 5 Analyzing Your Location Data with Provable Privacy Guarantees.- 6 Opportunities and Risks of Delegating Sesning Tasks to the Crowd.- 7 Location Privacy in Spatial Crowdsourcing.- 8 Privacy in Geospatial Applications and Location-Based Social Networks.- 9 Privacy of Connected Vehicles.- 10 Privacy by Design for Mobility Data Analytics.- 11 Systems for Privacy-Preserving Mobility Data Management.- 12 Privacy-Preserving Release of Spatio-temporal Density.- 13 Context-adaptive Privacy Mechanisms.- 14 Location Privacy-Preserving Applications and Services.
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