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首页> 外文期刊>International Journal of Information Security >CASSANDRA: a probabilistic, efficient, and privacy-preserving solution to compute set intersection
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CASSANDRA: a probabilistic, efficient, and privacy-preserving solution to compute set intersection

机译:CASSANDRA:一种概率,高效且保护隐私的解决方案,用于计算交集

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摘要

Enforcing security often requires the two legitimate parties of a communication to determine if they share a secret, without disclosing information (e.g., the shared secret itself, or just the existence of such a secret) to third parties. In this paper, we propose CASSANDRA, a toolbox composed of three probabilistic protocols that allows two parties, each one having a subset of elements drawn by a pre-determined set, to compute information about the intersection of such two sets. In particular, C-void decides whether the two sets are disjoint; C-size allows to compute how many elements the intersection is composed of; and, C-set returns the identity of the elements of the intersection (if any). These protocols differ, other than in functionality, also in the degree of assurance they can provide and the degree of interactions required by the two parties. The communication cost also differs, but in any case, it is below the cost of competing solution representing the state of the art. These protocols also share some common features: that is, they are completely tunable and specifically suited for devices having constraints on energy, communication, storage, and bandwidth. Examples of these devices are portable devices (e.g., phones) handling satellite communications, or nodes of wireless sensor networks. Thorough analysis and extensive simulations support our findings.
机译:实施安全性通常需要通信的两个合法方确定它们是否共享秘密,而不向第三方泄露信息(例如,共享的秘密本身,或仅存在这种秘密)。在本文中,我们提出了CASSANDRA,这是一个由三个概率协议组成的工具箱,它允许两个参与方(每个参与方具有一个由预定集绘制的元素子集)来计算有关这两个集的交集的信息。特别地,C-void决定这两个集合是否不相交。 C大小允许计算相交由多少个元素组成; C-set返回相交元素的标识(如果有)。这些协议除了功能不同外,还可以提供保证的程度以及双方要求的交互程度不同。通信成本也有所不同,但是无论如何,它都低于代表最新技术的竞争解决方案的成本。这些协议还具有一些共同的特征:即,它们是完全可调的,并且特别适合于对能量,通信,存储和带宽有约束的设备。这些设备的示例是处理卫星通信的便携式设备(例如电话)或无线传感器网络的节点。全面的分析和广泛的模拟支持了我们的发现。

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