云基础设施中的端到端隐私策略实施

S. Betgé-Brezetz, Guy-Bertrand Kamga, Marie-Pascale Dupont, Aoues Guesmi
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引用次数: 29

摘要

对于大量采用云技术的企业来说,云中的隐私仍然是一个严重的问题,因为企业害怕将其敏感数据放在云中。确实需要对云基础设施中存储和处理的数据进行有效的访问控制,以便支持各种基于业务和国家的监管约束(例如,关于数据位置和托管、数据保留时间、数据处理、节点安全级别、跟踪和审计)。从这个角度来看,本文提出了一种基于粘性策略范式(绑定到每个敏感数据的策略)的基于云基础设施的端到端隐私策略实施的新方法。在我们的方法中,数据保护在云节点内执行(例如,在VM或其附加卷的内部文件系统中),并且对应用程序完全透明(不需要修改应用程序)。本文描述了这个概念和提出的端到端架构(从客户端到云节点),以及基于FUSE(用户空间文件系统)技术的实现。该实现在数据访问和传输控制场景中执行,也用于实现性能评估。这些评估表明,通过合理的额外计算成本,这种方法提供了一种在云基础设施中实施各种隐私约束的灵活和透明的方式。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
End-to-end privacy policy enforcement in cloud infrastructure
Privacy in the cloud is still a strong issue for the large adoption of cloud technologies by enterprises which fear to actually put their sensitive data in the cloud. There is indeed a need to have an efficient access control on the data stored and processed in the cloud infrastructure allowing to support the various business and country-based regulation constraints (e.g., on data location and co-location, data retention duration, data processing, node security level, tracing and audit). In this perspective, this paper presents a novel approach of end-to-end privacy policy enforcement over the cloud infrastructure and based on the sticky policy paradigm (a policy being bound to each sensitive data). In our approach the data protection is performed within the cloud nodes (e.g., within the internal file system of a VM or its attached volume) and is completely transparent for the applications (no need to modify the applications). This paper describes the concept and the proposed end-to-end architecture (from the client to the cloud nodes) as well as an implementation based on the FUSE (Filesystem in Userspace) technology. This implementation is executed on a scenario of data access and transfer control, and is also used to achieve performance evaluations. These evaluations show that, with a reasonable additional computation cost, this approach offers a flexible and transparent way to enforce various privacy constraints within the cloud infrastructure.
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