通过简单的遗忘优先队列实现具有完美安全性的最优离线 ORAM

Thore Thießen, Jan Vahrenhold
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引用次数: 0

摘要

遗忘 RAM(ORAM)是一种经过深入研究的隐藏 RAM 计算内存访问模式的基本方法;它在可信计算、外包存储和多方计算中有着广泛的应用。本文研究了所谓的离线 ORAM,其中需要隐藏的内存访问位置序列是预先知道的。除了其理论意义,离线 ORAM 还可用于构建高效的遗忘算法。我们通过时间前向处理,从遗忘优先级队列中获得了第一个具有完美安全性的最优离线 ORAM。为此,我们提出了一种具有完美安全性的遗忘优先级队列的简单构造。在容量为 $N$ 元素的情况下,我们的构造实现了每次操作的渐进最优(摊销)运行时间为 $Theta(\log N)$,这与我们的兴趣无关。在我们的构造基础上,我们还提出了我们的完全安全的遗忘构造的高效外部内存实例:对于缓存感知设置,我们匹配了$theta(\frac{1}{B} \log \frac{N}{M})$ 每次操作(摊销)的最优 I/O 复杂性,而对于缓存无关设置,我们实现了$O(\frac{1}{B} \log \frac{N}{M} \log\log_M N)$每次操作(摊销)的接近最优的 I/O 复杂性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimal Offline ORAM with Perfect Security via Simple Oblivious Priority Queues
Oblivious RAM (ORAM) is a well-researched primitive to hide the memory access pattern of a RAM computation; it has a variety of applications in trusted computing, outsourced storage, and multiparty computation. In this paper, we study the so-called offline ORAM in which the sequence of memory access locations to be hidden is known in advance. Apart from their theoretical significance, offline ORAMs can be used to construct efficient oblivious algorithms. We obtain the first optimal offline ORAM with perfect security from oblivious priority queues via time-forward processing. For this, we present a simple construction of an oblivious priority queue with perfect security. Our construction achieves an asymptotically optimal (amortized) runtime of $\Theta(\log N)$ per operation for a capacity of $N$ elements and is of independent interest. Building on our construction, we additionally present efficient external-memory instantiations of our oblivious, perfectly-secure construction: For the cache-aware setting, we match the optimal I/O complexity of $\Theta(\frac{1}{B} \log \frac{N}{M})$ per operation (amortized), and for the cache-oblivious setting we achieve a near-optimal I/O complexity of $O(\frac{1}{B} \log \frac{N}{M} \log\log_M N)$ per operation (amortized).
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