分布式系统中的自适应数据保护

A. Squicciarini, Giuseppe Petracca, E. Bertino
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引用次数: 24

摘要

安全性是广泛采用分布式系统存储和管理敏感数据的一个重要障碍。特别是,一个未解决的问题是,无论数据物理存储在何处,以及访问、修改和复制的频率如何,都要确保客户数据保护策略得到遵守。这个问题需要满足两个条件。首先,应该根据所有者的偏好和可能适用的当地法规来管理数据。其次,尽管可能存在多个副本,但应该维护跨副本的一致视图。为了解决这些问题,在这项工作中,我们提出了用于自适应共享用户外包数据的创新策略实施技术。本文介绍了自治自控制对象(SCO)的概念,该概念通过面向对象的编程技术,封装敏感资源,并通过各种粒度的自适应安全策略和同步协议来保证它们的保护。通过广泛的评估,我们证明了我们的方法是有效的,可以有效地管理多个数据副本。
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Adaptive data protection in distributed systems
Security is an important barrier to wide adoption of distributed systems for sensitive data storage and management. In particular, one unsolved problem is to ensure that customers data protection policies are honored, regardless of where the data is physically stored and how often it is accessed, modified, and duplicated. This issue calls for two requirements to be satisfied. First, data should be managed in accordance to both owners' preferences and to the local regulations that may apply. Second, although multiple copies may exist, a consistent view across copies should be maintained. Toward addressing these issues, in this work we propose innovative policy enforcement techniques for adaptive sharing of users' outsourced data. We introduce the notion of autonomous self-controlling objects (SCO), that by means of object-oriented programming techniques, encapsulate sensitive resources and assure their protection by means of adaptive security policies of various granularity, and synchronization protocols. Through extensive evaluation, we show that our approach is effective and efficiently manages multiple data copies.
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