Privacy in Location-Based Services: State-of-the-Art and Research Directions

M. Mokbel
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引用次数: 86

Abstract

The explosive growth of location-detection devices (e.g., GPS-like devices and handheld devices) along with wireless communications and mobile databases results in realizing location-based applications that deliver specific information to their users based on their current locations. Examples of such applications include location-based store finder, location-based traffic reports, and location-based advertisements. Although location-based services promise safety and convenience, they threaten the privacy and security of users as such services explicitly require users to share private location information with the service. If a user wants to keep her location information private, she has to turn off her location-aware device and temporarily unsubscribe from the service. Recent studies show that such privacy concerns - ranging from worries over employers snooping on their workers' whereabouts to fears of tracking by potential stalkers - are a serious obstacle to wider adoption of location-based services. This article aims to provide practitioners, researchers, and graduate students with the state of the art and major research issues in the important and practical research area of location privacy. In general, the tutorial is divided into the following five parts: (1) legislative issues and privacy concerns, (2) location privacy in mobile environments, (3) privacy attack models, (4) privacy-aware location query processing; (5) concluding remarks.
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基于位置的服务中的隐私:现状与研究方向
位置检测设备(例如,类似gps的设备和手持设备)以及无线通信和移动数据库的爆炸式增长导致实现基于位置的应用程序,这些应用程序根据用户当前位置向用户提供特定信息。这种应用程序的示例包括基于位置的商店查找器、基于位置的交通报告和基于位置的广告。虽然基于位置的服务承诺安全方便,但由于明确要求用户与服务共享私人位置信息,因此威胁到用户的隐私和安全。如果用户想让自己的位置信息保密,她必须关闭位置感知设备,并暂时取消订阅该服务。最近的研究表明,这种对隐私的担忧——从担心雇主窥探员工的行踪到担心潜在的跟踪者的跟踪——是广泛采用基于位置的服务的一个严重障碍。本文旨在为从业者、研究人员和研究生提供位置隐私这一重要而实用的研究领域的最新进展和主要研究问题。总的来说,本教程分为以下五个部分:(1)立法问题和隐私问题,(2)移动环境下的位置隐私,(3)隐私攻击模型,(4)隐私感知位置查询处理;(5)结束语。
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