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Location-Privacy Leakage and Integrated Solutions for 5G Cellular Networks and Beyond

The fifth generation (5G) of cellular networks improves the precision of user localization and provides the means to disclose location information to over-the-top (OTT) service providers. The network data analytics function (NWDAF) can further elaborate this information at an aggregated level using...

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Autores principales: Tomasin, Stefano, Centenaro, Marco, Seco-Granados, Gonzalo, Roth, Stefan, Sezgin, Aydin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8348191/
https://www.ncbi.nlm.nih.gov/pubmed/34372414
http://dx.doi.org/10.3390/s21155176
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author Tomasin, Stefano
Centenaro, Marco
Seco-Granados, Gonzalo
Roth, Stefan
Sezgin, Aydin
author_facet Tomasin, Stefano
Centenaro, Marco
Seco-Granados, Gonzalo
Roth, Stefan
Sezgin, Aydin
author_sort Tomasin, Stefano
collection PubMed
description The fifth generation (5G) of cellular networks improves the precision of user localization and provides the means to disclose location information to over-the-top (OTT) service providers. The network data analytics function (NWDAF) can further elaborate this information at an aggregated level using artificial intelligence techniques. These powerful features may lead to the improper use of user location information by mobile network operators (MNOs) and OTT service providers. Moreover, vulnerabilities at various layers may also leak user location information to eavesdroppers. Hence, the privacy of users is likely at risk, as location is part of their sensitive data. In this paper, we first go through the evolution of localization in cellular networks and investigate their effects on location privacy. Then, we propose a location-privacy-preserving integrated solution comprising virtual private mobile networks, an independent authentication and billing authority, and functions to protect wireless signals against location information leakage. Moreover, we advocate the continuous and detailed control of localization services by the user.
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spelling pubmed-83481912021-08-08 Location-Privacy Leakage and Integrated Solutions for 5G Cellular Networks and Beyond Tomasin, Stefano Centenaro, Marco Seco-Granados, Gonzalo Roth, Stefan Sezgin, Aydin Sensors (Basel) Perspective The fifth generation (5G) of cellular networks improves the precision of user localization and provides the means to disclose location information to over-the-top (OTT) service providers. The network data analytics function (NWDAF) can further elaborate this information at an aggregated level using artificial intelligence techniques. These powerful features may lead to the improper use of user location information by mobile network operators (MNOs) and OTT service providers. Moreover, vulnerabilities at various layers may also leak user location information to eavesdroppers. Hence, the privacy of users is likely at risk, as location is part of their sensitive data. In this paper, we first go through the evolution of localization in cellular networks and investigate their effects on location privacy. Then, we propose a location-privacy-preserving integrated solution comprising virtual private mobile networks, an independent authentication and billing authority, and functions to protect wireless signals against location information leakage. Moreover, we advocate the continuous and detailed control of localization services by the user. MDPI 2021-07-30 /pmc/articles/PMC8348191/ /pubmed/34372414 http://dx.doi.org/10.3390/s21155176 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 Perspective
Tomasin, Stefano
Centenaro, Marco
Seco-Granados, Gonzalo
Roth, Stefan
Sezgin, Aydin
Location-Privacy Leakage and Integrated Solutions for 5G Cellular Networks and Beyond
title Location-Privacy Leakage and Integrated Solutions for 5G Cellular Networks and Beyond
title_full Location-Privacy Leakage and Integrated Solutions for 5G Cellular Networks and Beyond
title_fullStr Location-Privacy Leakage and Integrated Solutions for 5G Cellular Networks and Beyond
title_full_unstemmed Location-Privacy Leakage and Integrated Solutions for 5G Cellular Networks and Beyond
title_short Location-Privacy Leakage and Integrated Solutions for 5G Cellular Networks and Beyond
title_sort location-privacy leakage and integrated solutions for 5g cellular networks and beyond
topic Perspective
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8348191/
https://www.ncbi.nlm.nih.gov/pubmed/34372414
http://dx.doi.org/10.3390/s21155176
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