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基于位置服务中的位置隐私保护技术综述

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  • 万方数据
  • 维普
近年来，5G网络革命推动了无线技术的广泛应用，随之而来的是基于位置服务的繁荣。然而，一个被称为隐私侵犯的复杂问题仍然制约着这类服务的发展。在基于位置服务的背景下，私人位置数据的泄漏由于其重要性而引起了学术界的极大关注，出现了许多旨在应对相关挑战的研究工作。然而，回顾相关研究成果发现，没有一项相关的研究对隐私保护技术应对多种攻击进行了定性和定量的比较和分析，以及为应对新的挑战可以部署的潜在要素。因此，该文的目的是研究基于位置服务中的隐私保护技术。首先，介绍了基于位置服务系统结构及常见的几种隐私保护结构，对现有的技术进行分类并提供一个由内而外的审查;其次，通过对每个类别中的几个典型研究进行回顾性分析，总结了它们对隐私攻击的有效性研究和最新进展;最后，为隐私保护技术制定并应用统一的评价标准。
Review of Location Privacy Protection Technology in Location-based Services
In recent years,the 5G network revolution has promoted the wide application of wireless technology,followed by the prosperity of location-based services.However,a complex problem called privacy invasion still restricts the development of such services.In the context of location-based services,private location data leakage has attracted great attention in academia because of its importance,which has led to a lot of research work aimed at dealing with related challenges.However,reviewing the relevant research results,it is found that no relevant research has qualitatively and quantitatively compared and analyzed the privacy protection technology to deal with various attacks,and the potential elements that can be deployed to deal with new challenges.Therefore,the purpose of this paper is to study the privacy protection technology in location-based services.Firstly,the architecture of location-based service system and several common privacy protection architectures are introduced,and the existing technologies are classified and reviewed from the inside out.Secondly,through a retrospective analysis of several typical studies in each category,we summarize their effectiveness research on privacy attacks and the latest progress.Finally,a unified evaluation standard is formulated and applied for privacy protection technology.

location-based servicesprivacy protectionsystem structuremethod of attackprivacy quantification

曹明增、张磊、李晶

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佳木斯大学 信息电子技术学院,黑龙江 佳木斯 154007

佳木斯大学 信息电子技术学院黑龙江省自主智能与信息处理重点实验室,黑龙江 佳木斯 154007

基于位置服务 隐私保护 系统结构 攻击方式 隐私度量

黑龙江省自然科学基金联合引导项目黑龙江省省属高校基本科研业务费优秀创新团队建设项目黑龙江省哲学社会科学研究规划项目佳木斯大学国家基金培育项目佳木斯大学优秀学科团队项目

LH2021F0542022-KYYWF-065422GLH084JMSUGPZR2022-014JDXKTD-2019008

2024

10.20165/j.cnki.ISSN1673-629X.2024.0082

计算机技术与发展
陕西省计算机学会

计算机技术与发展

CSTPCD
影响因子：0.621
ISSN：1673-629X
年,卷(期)：2024.34(6)
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