高效的基于内容的隐私保护发布订阅系统

Mohamed Nabeel, Ning Shang, E. Bertino
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引用次数: 82

摘要

无缝按需扩展的能力使得基于内容的发布-订阅(CBPS)系统可以选择通过内容代理将内容发布者生成的消息/文档分发给许多订阅者。当前的大多数系统都假定内容代理是可信的,因为内容发布者发布的数据具有机密性,订阅者发布的订阅具有隐私性(订阅指定了它们的兴趣)。然而,随着技术(如面向服务的体系结构和云计算)使用的增加,实质上将代理功能外包给第三方提供商,人们不能再假设信任关系能够保持下去。在CBPS系统中提供隐私/机密性的问题是具有挑战性的,因为该问题的解决方案应该允许内容代理根据内容做出路由决策,而不会向它们透露内容。以前试图解决这个问题的工作并不完全成功。这个问题似乎无法解决,因为它涉及到相互冲突的目标,但在本文中,我们提出了一种新的方法,当使用第三方内容代理根据内容做出路由决策时,使用加密技术来保护订阅者所做订阅的隐私性和内容发布者所发布数据的机密性。我们的协议具有表达能力,可以支持任何类型的订阅,并且可以高效地工作。我们对工作进行分配,使CBPS系统中瓶颈所在的Content broker上的负载最小化。我们使用我们的协议扩展了一个流行的CBPS系统,以实现一个保护隐私的CBPS系统。
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Efficient privacy preserving content based publish subscribe systems
The ability to seamlessly scale on demand has made Content-Based Publish-Subscribe (CBPS) systems the choice of distributing messages/documents produced by Content Publishers to many Subscribers through Content Brokers. Most of the current systems assume that Content Brokers are trusted for the confidentiality of the data published by Content Publishers and the privacy of the subscriptions, which specify their interests, made by Subscribers. However, with the increased use of technologies, such as service oriented architectures and cloud computing, essentially outsourcing the broker functionality to third-party providers, one can no longer assume the trust relationship to hold. The problem of providing privacy/confidentiality in CBPS systems is challenging, since the solution to the problem should allow Content Brokers to make routing decisions based on the content without revealing the content to them. The previous work attempted to solve this problem was not fully successful. The problem may appear unsolvable since it involves conflicting goals, but in this paper, we propose a novel approach to preserve the privacy of the subscriptions made by Subscribers and confidentiality of the data published by Content Publishers using cryptographic techniques when third-party Content Brokers are utilized to make routing decisions based on the content. Our protocols are expressive to support any type of subscriptions and designed to work efficiently. We distribute the work such that the load on Content Brokers, where the bottleneck is in a CBPS system, is minimized. We extend a popular CBPS system using our protocols to implement a privacy preserving CBPS system.
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