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WHISPER: A Location Privacy-Preserving Scheme Using Transmission Range Changing for Internet of Vehicles

Internet of Vehicles (IoV) has the potential to enhance road-safety with environment sensing features provided by embedded devices and sensors. This benignant feature also raises privacy issues as vehicles announce their fine-grained whereabouts mainly for safety requirements, adversaries can levera...

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Autores principales: Babaghayou, Messaoud, Labraoui, Nabila, Abba Ari, Ado Adamou, Ferrag, Mohamed Amine, Maglaras, Leandros, Janicke, Helge
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8036517/
https://www.ncbi.nlm.nih.gov/pubmed/33916309
http://dx.doi.org/10.3390/s21072443
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author Babaghayou, Messaoud
Labraoui, Nabila
Abba Ari, Ado Adamou
Ferrag, Mohamed Amine
Maglaras, Leandros
Janicke, Helge
author_facet Babaghayou, Messaoud
Labraoui, Nabila
Abba Ari, Ado Adamou
Ferrag, Mohamed Amine
Maglaras, Leandros
Janicke, Helge
author_sort Babaghayou, Messaoud
collection PubMed
description Internet of Vehicles (IoV) has the potential to enhance road-safety with environment sensing features provided by embedded devices and sensors. This benignant feature also raises privacy issues as vehicles announce their fine-grained whereabouts mainly for safety requirements, adversaries can leverage this to track and identify users. Various privacy-preserving schemes have been designed and evaluated, for example, mix-zone, encryption, group forming, and silent-period-based techniques. However, they all suffer inherent limitations. In this paper, we review these limitations and propose WHISPER, a safety-aware location privacy-preserving scheme that adjusts the transmission range of vehicles in order to prevent continuous location monitoring. We detail the set of protocols used by WHISPER, then we compare it against other privacy-preserving schemes. The results show that WHISPER outperformed the other schemes by providing better location privacy levels while still fulfilling road-safety requirements.
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spelling pubmed-80365172021-04-12 WHISPER: A Location Privacy-Preserving Scheme Using Transmission Range Changing for Internet of Vehicles Babaghayou, Messaoud Labraoui, Nabila Abba Ari, Ado Adamou Ferrag, Mohamed Amine Maglaras, Leandros Janicke, Helge Sensors (Basel) Article Internet of Vehicles (IoV) has the potential to enhance road-safety with environment sensing features provided by embedded devices and sensors. This benignant feature also raises privacy issues as vehicles announce their fine-grained whereabouts mainly for safety requirements, adversaries can leverage this to track and identify users. Various privacy-preserving schemes have been designed and evaluated, for example, mix-zone, encryption, group forming, and silent-period-based techniques. However, they all suffer inherent limitations. In this paper, we review these limitations and propose WHISPER, a safety-aware location privacy-preserving scheme that adjusts the transmission range of vehicles in order to prevent continuous location monitoring. We detail the set of protocols used by WHISPER, then we compare it against other privacy-preserving schemes. The results show that WHISPER outperformed the other schemes by providing better location privacy levels while still fulfilling road-safety requirements. MDPI 2021-04-01 /pmc/articles/PMC8036517/ /pubmed/33916309 http://dx.doi.org/10.3390/s21072443 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Babaghayou, Messaoud
Labraoui, Nabila
Abba Ari, Ado Adamou
Ferrag, Mohamed Amine
Maglaras, Leandros
Janicke, Helge
WHISPER: A Location Privacy-Preserving Scheme Using Transmission Range Changing for Internet of Vehicles
title WHISPER: A Location Privacy-Preserving Scheme Using Transmission Range Changing for Internet of Vehicles
title_full WHISPER: A Location Privacy-Preserving Scheme Using Transmission Range Changing for Internet of Vehicles
title_fullStr WHISPER: A Location Privacy-Preserving Scheme Using Transmission Range Changing for Internet of Vehicles
title_full_unstemmed WHISPER: A Location Privacy-Preserving Scheme Using Transmission Range Changing for Internet of Vehicles
title_short WHISPER: A Location Privacy-Preserving Scheme Using Transmission Range Changing for Internet of Vehicles
title_sort whisper: a location privacy-preserving scheme using transmission range changing for internet of vehicles
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8036517/
https://www.ncbi.nlm.nih.gov/pubmed/33916309
http://dx.doi.org/10.3390/s21072443
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