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Incognitus: Privacy-Preserving User Interests in Online Social Networks

机译:隐姓埋名:在线社交网络中保留用户兴趣

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Online Social Networks have changed the way we reach news and information. An increasing number of people use social networks not only for communicating with friends and colleagues but also for their daily information needs. Apart from providing the users with personalized information in a timely manner, this functionality may also raise significant privacy concerns. The service provider is able to observe both the Pages a user is subscribed to and her inter-actions with them. The collected data can form a detailed user profile, which can later be used for several purposes; usually beyond the control of the user. To address these privacy concerns, we propose Incognitus: an approach to allow users browse Pages of OSNs without disclosing their interests or activity to the service provider. Our approach provides (i) a incognito mode of operation when browsing privacy-sensitive content. In this isolated, offline mode no tracking mechanisms can monitor the users behavior and no information can be leaked to the provider. At the same time, (ii) by using an obfuscation-based mechanism, Incognitus reduces the accuracy of the service provider when monitoring the interests of a user. Early results show that Incognitus has minimal bandwidth requirements and imposes reasonable latency to the users browsing experience.
机译:在线社交网络已经改变了我们到达新闻和信息的方式。越来越多的人使用社交网络不仅可以与朋友和同事沟通,而且为了他们的日常信息需求。除了及时提供具有个性化信息的用户外,此功能还可能提高重大隐私问题。服务提供商能够观察用户订阅的页面和她的互动。收集的数据可以形成详细的用户配置文件,后来可以用于多种目的;通常超出用户的控制。为解决这些隐私问题,我们提出隐姓埋名:允许用户浏览OSN的页面的方法,而不将其兴趣或活动泄向到服务提供商。我们的方法提供(i)浏览隐私敏感内容时隐姓埋名的操作模式。在此孤立的情况下,脱机模式无跟踪机制可以监控用户行为,并且没有信息可以泄露给提供程序。同时,(ii)通过使用基于混淆的机制,隐姓埋名在监控用户的利益时降低服务提供商的准确性。早期结果表明,隐姓埋名具有最小的带宽要求,并对用户浏览体验施加合理的延迟。

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