实用遗忘存储器

M. Goodrich, M. Mitzenmacher, O. Ohrimenko, R. Tamassia
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引用次数: 88

摘要

我们研究了遗忘存储(OS),这是对保护隐私的数据外包建模的一种自然方式,其中客户端Alice将敏感数据存储在诚实但好奇的服务器Bob上。我们表明,Alice可以大概率地隐藏她的数据内容和她访问她的数据的模式,使用一种方法,在每次数据访问中实现她和Bob之间的O(1)平摊通信轮。我们假设Alice和Bob在一个回合中交换大小为O(N1/c)的小消息,对于某个常数c>=2,其中N是Alice与Bob存储的数据集的大小。我们还假设Alice有一个大小为2N1/c的私有内存。这些假设模拟了真实的云存储场景,其中需要在延迟、带宽和客户端私有内存大小之间进行权衡。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Practical oblivious storage
We study oblivious storage (OS), a natural way to model privacy-preserving data outsourcing where a client, Alice, stores sensitive data at an honest-but-curious server, Bob. We show that Alice can hide both the content of her data and the pattern in which she accesses her data, with high probability, using a method that achieves O(1) amortized rounds of communication between her and Bob for each data access. We assume that Alice and Bob exchange small messages, of size O(N1/c), for some constant c>=2, in a single round, where N is the size of the data set that Alice is storing with Bob. We also assume that Alice has a private memory of size 2N1/c. These assumptions model real-world cloud storage scenarios, where trade-offs occur between latency, bandwidth, and the size of the client's private memory.
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