保护隐私的定向在线广告

Ainish Dave, Hardik Gajera, M. Das
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引用次数: 0

摘要

保护用户数据的隐私是许多实际应用中的重要要求之一。近年来,定向广告被发现是一种潜在的商业模式,服务提供商可以利用它来增加收入。由于广告服务器(ad-server)通过用户的浏览历史记录或通过用户的移动应用功能来跟踪用户的活动以备将来使用,用户数据的隐私可能会在用户不知情的情况下落入许多人手中。本文提出了一种保护隐私的定向在线广告方案。该方案采用同态加密技术,在用户浏览网页时实时从网页中提取关键词。用户可以通过对存储在服务器上的加密数据进行计算来私下利用广告服务器提供的服务。实验结果表明,该方案具有较好的有效性和实用性
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Privacy-preserving targeted online advertising
Preserving privacy of the user data is one of the important requirements in several practical applications. In recent times, the targeted advertisement is found a potential business model that the services provider can use it for revenue growth. As the advertising server (ad-server) tracks the user's activity through the user's browsing history or through the user's mobile application feature for future purposes, the privacy of user's data could fall in hand of many parties without the knowledge of the user. In this paper, a scheme for privacy preserving targeted online advertisement is presented. The proposed scheme uses homomorphic encryption aiming at extracting keywords from web pages in real-time when a user is browsing web pages. A user can avail the services privately from the ad-server by perform the computation on encrypted data stored in the server. The proposed scheme is compared with some related schemes and the experimental results show that the proposed scheme is efficient and practical
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