The k-unobservability: A new privacy protection guarantee for e-service systems

W. Hammami, Lamjed Ben Said
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引用次数: 0

Abstract

Privacy threats are considered as very serious issues in Internet-based applications such as e-services since there are good opportunities to malicious attacks. Protecting the user from being observed when requesting an e-service is a fundamental right that any user should have. The unobservability is among the basic privacy properties. However, most of the existing privacy preserving techniques has difficulties to achieve this property, and only a few of them use it in the context of mobile communications. In this paper, we propose a new privacy-preserving model, called k-unobservability that enables to achieve the privacy protection of e-service users. The model guarantees that the pseudonyms used to identify sensitive data contained in the user credentials, are related to no less than k actions (credential showings). Inspired from the efficient k-anonymity model, the k-unobservability provides a new guarantee of privacy protection in e-services. The experimentation results discussed in this paper, demonstrate the performance and applicability of our proposed model.
k-不可观察性:一种新的电子服务系统隐私保护保障
在基于互联网的应用程序(如电子服务)中,隐私威胁被认为是非常严重的问题,因为有很好的机会受到恶意攻击。保护用户在请求电子服务时不被观察是任何用户都应该拥有的基本权利。不可观察性是基本的隐私属性之一。然而,现有的大多数隐私保护技术都难以实现这一特性,只有少数技术在移动通信环境中使用它。在本文中,我们提出了一种新的隐私保护模型,称为k-不可观察性,可以实现对电子服务用户的隐私保护。该模型保证用于标识用户凭证中包含的敏感数据的假名与不少于k个操作(凭证显示)相关。受k-匿名模型的启发,k-不可观察性为电子服务中的隐私保护提供了一种新的保证。本文的实验结果验证了该模型的性能和适用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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