POLA: A privacy-preserving protocol for location-based real-time advertising

Yiming Pang, Yichen Chen, Peiyuan Liu, Fudong Qiu, Fan Wu, Guihai Chen
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引用次数: 3

Abstract

The increasing popularity of smartphones, equipped with GPS, provides new opportunities for location-based service (LBS). Among all kinds of LBSs, targeted advertising based on users' locations takes great advantage of the rich location data to improve the accuracy of advertising and thus potentially increase the sellers' profits. However, location-based advertising (LBA) has raised significant privacy concerns, since the location information used in such kinds of services is private information, which the users may not be willing to expose. In this paper, we present POLA, which is a Privacy-preserving prOtocol for Location-based real-time Advertising. In this protocol, we not only preserve the privacy of the location data, we also take the values of advertisers into consideration which is also regarded as private information. We show the privacy-preserving properties of POLA in details. Furthermore, we have conducted simulations to evaluate the performance of POLA. Evaluation results show that POLA achieves privacy preserving LBA with relatively low overhead.
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POLA:基于位置的实时广告的隐私保护协议
配备GPS的智能手机的日益普及为基于位置的服务(LBS)提供了新的机会。在各种lbs中,基于用户位置的定向广告充分利用了丰富的位置数据,提高了广告的准确性,从而潜在地增加了卖家的利润。然而,基于位置的广告(LBA)引起了严重的隐私问题,因为在这类服务中使用的位置信息是私人信息,用户可能不愿意公开。本文提出了一种基于位置的实时广告隐私保护协议POLA。在该协议中,我们不仅保护了位置数据的隐私性,还考虑了广告商的价值,这些数据也被视为隐私信息。我们详细展示了POLA的隐私保护特性。此外,我们还进行了仿真来评估POLA的性能。评估结果表明,POLA以较低的开销实现了隐私保护LBA。
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