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Privacy for location-based services /
~
Ghinita, Gabriel.
Privacy for location-based services /
Record Type:
Language materials, printed : Monograph/item
Title/Author:
Privacy for location-based services // Gabriel Ghinita.
Author:
Ghinita, Gabriel.
Published:
[San Rafael, Calif.] :Morgan & Claypool Publishers, : c2013.,
Description:
xi, 73 p. :ill. ; : 24 cm.;
Notes:
This volume is a printed version of a work that appears in the Synthesis digital library of engineering and computer science--P. [4] of cover.
Subject:
Location-based services - Security measures. -
ISBN:
9781627051491 (Pbk) :
Privacy for location-based services /
Ghinita, Gabriel.
Privacy for location-based services /
Gabriel Ghinita. - [San Rafael, Calif.] :Morgan & Claypool Publishers,c2013. - xi, 73 p. :ill. ;24 cm. - Synthesis lectures on information security, privacy, & trust ;4.. - Synthesis lectures on information security, privacy and trust ;# 5..
This volume is a printed version of a work that appears in the Synthesis digital library of engineering and computer science--P. [4] of cover.
Includes bibliographical references (p. 67-71).
Introduction -- Privacy-preserving spatial transformations -- Cryptographic approaches -- Hybrid approaches -- Private matching of spatial databases -- Trajectory anonymization -- Differentially private publication of spatial datasets -- Conclusion.
Sharing of location data enables numerous exciting applications, such as location-based queries, location- based social recommendations, monitoring of traffic and air pollution levels, etc. Disclosing exact user locations raises serious privacy concerns, as locations may give away sensitive information about individuals' health status, alternative lifestyles, political and religious affiliations, etc. Preserving location privacy is an essential requirement towards the successful deployment of location-based applications. These lecture notes provide an overview of the state-of-the-art in location privacy protection. A diverse body of solutions is reviewed, including methods that use location generalization, cryptographic techniques or differential privacy. The most prominent results are discussed, and promising directions for future work are identified--
ISBN: 9781627051491 (Pbk) :NT1052Subjects--Topical Terms:
975001
Location-based services
--Security measures.
LC Class. No.: TK5105.65 / .G456 2013
Dewey Class. No.: 910.285
Privacy for location-based services /
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This volume is a printed version of a work that appears in the Synthesis digital library of engineering and computer science--P. [4] of cover.
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Introduction -- Privacy-preserving spatial transformations -- Cryptographic approaches -- Hybrid approaches -- Private matching of spatial databases -- Trajectory anonymization -- Differentially private publication of spatial datasets -- Conclusion.
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Sharing of location data enables numerous exciting applications, such as location-based queries, location- based social recommendations, monitoring of traffic and air pollution levels, etc. Disclosing exact user locations raises serious privacy concerns, as locations may give away sensitive information about individuals' health status, alternative lifestyles, political and religious affiliations, etc. Preserving location privacy is an essential requirement towards the successful deployment of location-based applications. These lecture notes provide an overview of the state-of-the-art in location privacy protection. A diverse body of solutions is reviewed, including methods that use location generalization, cryptographic techniques or differential privacy. The most prominent results are discussed, and promising directions for future work are identified--
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