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BL0K: A New Stage of Privacy-Preserving Scope for Location-Based Services

Location-based services present an inherent challenge of finding the delicate balance between efficiency when answering queries and maintaining user privacy. Inevitable security issues arise as the server needs to be informed of the query location to provide accurate responses. Despite the many adva...

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Detalles Bibliográficos
Autores principales: Albelaihy, Abdullah, Thayananthan, Vijey
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6386934/
https://www.ncbi.nlm.nih.gov/pubmed/30744047
http://dx.doi.org/10.3390/s19030696
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author Albelaihy, Abdullah
Thayananthan, Vijey
author_facet Albelaihy, Abdullah
Thayananthan, Vijey
author_sort Albelaihy, Abdullah
collection PubMed
description Location-based services present an inherent challenge of finding the delicate balance between efficiency when answering queries and maintaining user privacy. Inevitable security issues arise as the server needs to be informed of the query location to provide accurate responses. Despite the many advancements in localization security in wireless sensor networks, servers can still be infected with malicious software. It is now possible to ensure queries do not generate any fake responses that may appear real to users. When a fake response is used, there are mechanisms that can be employed so that the user can identify the authenticity of the query. For this reason, this paper proposes Bloom Filter 0 Knowledge (BL0K), which is novel phase privacy method that preserves the framework for location-based service (LBS) and combines a Bloom filter and the Zero knowledge protocol. The usefulness of these methods has been shown for securing private user information. Analysis of the results demonstrated that BL0K performance is decidedly better when compared to the referenced approaches using the privacy entropy metric.
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spelling pubmed-63869342019-02-26 BL0K: A New Stage of Privacy-Preserving Scope for Location-Based Services Albelaihy, Abdullah Thayananthan, Vijey Sensors (Basel) Article Location-based services present an inherent challenge of finding the delicate balance between efficiency when answering queries and maintaining user privacy. Inevitable security issues arise as the server needs to be informed of the query location to provide accurate responses. Despite the many advancements in localization security in wireless sensor networks, servers can still be infected with malicious software. It is now possible to ensure queries do not generate any fake responses that may appear real to users. When a fake response is used, there are mechanisms that can be employed so that the user can identify the authenticity of the query. For this reason, this paper proposes Bloom Filter 0 Knowledge (BL0K), which is novel phase privacy method that preserves the framework for location-based service (LBS) and combines a Bloom filter and the Zero knowledge protocol. The usefulness of these methods has been shown for securing private user information. Analysis of the results demonstrated that BL0K performance is decidedly better when compared to the referenced approaches using the privacy entropy metric. MDPI 2019-02-08 /pmc/articles/PMC6386934/ /pubmed/30744047 http://dx.doi.org/10.3390/s19030696 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Albelaihy, Abdullah
Thayananthan, Vijey
BL0K: A New Stage of Privacy-Preserving Scope for Location-Based Services
title BL0K: A New Stage of Privacy-Preserving Scope for Location-Based Services
title_full BL0K: A New Stage of Privacy-Preserving Scope for Location-Based Services
title_fullStr BL0K: A New Stage of Privacy-Preserving Scope for Location-Based Services
title_full_unstemmed BL0K: A New Stage of Privacy-Preserving Scope for Location-Based Services
title_short BL0K: A New Stage of Privacy-Preserving Scope for Location-Based Services
title_sort bl0k: a new stage of privacy-preserving scope for location-based services
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6386934/
https://www.ncbi.nlm.nih.gov/pubmed/30744047
http://dx.doi.org/10.3390/s19030696
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