A Data Privacy Service for Structured P2P Systems

M. Jawad, Patricia Serrano-Alvarado, P. Valduriez, Stéphane Drapeau
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引用次数: 4

Abstract

Online peer-to-peer (P2P) communities such as professional ones (e.g., medical or research) are becoming popular due to increasing needs on data sharing. P2P environments offer valuable characteristics but limited guarantees when sharing sensitive or confidential data. They can be considered as hostile because data can be accessed by everyone (by potentially untrustworthy peers) and used for everything (e.g., for marketing or for activities against the owner’s preferences or ethics). In this paper we propose PriServ, a privacy service located on top of distributed hash table (DHT) based P2P systems which prevents data privacy violations. Based on data owner privacy preferences, PriServ uses Hippocratic database principles, takes into account which operations will be realized on shared data (e.g., read, write, disclosure) and uses reputation techniques to increase trust on peers. Several simulation results encourage our ideas and a prototype of PriServ is under development.
结构化P2P系统的数据隐私服务
在线点对点(P2P)社区,如专业社区(如医学或研究),由于对数据共享的需求日益增加而变得流行。P2P环境提供了有价值的特性,但在共享敏感或机密数据时保障有限。它们可以被认为是敌对的,因为数据可以被每个人(可能是不值得信任的同伴)访问,并用于任何事情(例如,用于营销或违反所有者偏好或道德的活动)。在本文中,我们提出了一个隐私服务PriServ,它位于基于分布式哈希表(DHT)的P2P系统之上,可以防止数据隐私侵犯。基于数据所有者的隐私偏好,PriServ使用希波克拉底数据库原理,考虑到哪些操作将在共享数据上实现(例如,读、写、披露),并使用声誉技术来增加对同行的信任。一些模拟结果鼓励了我们的想法,PriServ的原型正在开发中。
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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