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

机译:5G蜂窝网络及超越的位置隐私泄漏和集成解决方案

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摘要

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.
机译:第五代(5G)的蜂窝网络提高了用户本地化的精度,并提供了向顶部(OTT)服务提供商披露位置信息的手段。网络数据分析功能(NWDAF)可以使用人工智能技术进一步在聚合级别阐述该信息。这些强大的功能可能导致移动网络运营商(MNOS)和OTT服务提供商使用用户位置信息的不当使用。此外,各个层的漏洞还可以将用户位置信息泄漏到窃听者。因此,用户可能有风险,因为位置是其敏感数据的一部分。在本文中,我们首先通过蜂窝网络中定位的演变,并调查它们对位置隐私的影响。然后,我们提出了一种位置隐私保留的集成解决方案,包括虚拟私人移动网络,独立的认证和计费权限,以及用于保护无线信号免受位置信息泄漏的功能。此外,我们倡导用户的持续和详细控制本地化服务。

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