论文标题

恒定重量PIR:单轮关键字PIR通过恒定相等运算符

Constant-weight PIR: Single-round Keyword PIR via Constant-weight Equality Operators

论文作者

Mahdavi, Rasoul Akhavan, Kerschbaum, Florian

论文摘要

平等运算符是任务上安全计算(例如私人信息检索)的重要组成部分。在私人信息检索(PIR)中,用户查询数据库,以使服务器不知道要查询哪个元素。在这项工作中,我们建议\ emph {boreality operators for nounts joight codeWords}。持续的重量代码是共享相同锤子重量的代码字的集合。恒定相等性运算符具有乘法深度,仅取决于代码的锤击重量,而不是元素的比特长度。在我们的实验中,我们展示了这些平等运营商的最多比现有平等运算符的速度快10倍。此外,我们使用恒定重量平等运算符或\ emph {constran-jight pir}提出PIR,这是使用先前认为不切实际的方法的PIR协议。我们表明,与Sealpir和Mulpir相比,对于私人检索大型流媒体数据,恒定重量的通信复杂性和较低的运行时,这是PIR的两种最先进的解决方案。此外,我们展示了如何将恒定的PIR扩展到关键字PIR。在关键字PIR中,所需的元素是通过与所寻求的项目(例如文件的名称)相关的唯一标识符检索的所需元素。 PIR的先前解决方案需要一轮或多轮通信,以将问题减少到普通PIR。我们表明,恒定重量PIR是单人服务器关键字PIR的第一个实用的单轮解决方案。

Equality operators are an essential building block in tasks over secure computation such as private information retrieval. In private information retrieval (PIR), a user queries a database such that the server does not learn which element is queried. In this work, we propose \emph{equality operators for constant-weight codewords}. A constant-weight code is a collection of codewords that share the same Hamming weight. Constant-weight equality operators have a multiplicative depth that depends only on the Hamming weight of the code, not the bit-length of the elements. In our experiments, we show how these equality operators are up to 10 times faster than existing equality operators. Furthermore, we propose PIR using the constant-weight equality operator or \emph{constant-weight PIR}, which is a PIR protocol using an approach previously deemed impractical. We show that for private retrieval of large, streaming data, constant-weight PIR has a smaller communication complexity and lower runtime compared to SEALPIR and MulPIR, respectively, which are two state-of-the-art solutions for PIR. Moreover, we show how constant-weight PIR can be extended to keyword PIR. In keyword PIR, the desired element is retrieved by a unique identifier pertaining to the sought item, e.g., the name of a file. Previous solutions to keyword PIR require one or multiple rounds of communication to reduce the problem to normal PIR. We show that constant-weight PIR is the first practical single-round solution to single-server keyword PIR.

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