SPIRAL: Fast, High-Rate Single-Server PIR via FHE Composition

被引:0
|
作者
Menon, Samir Jordan [1 ]
Wu, David J. [1 ]
机构
[1] UT Austin, Austin, TX 78712 USA
关键词
PRIVATE INFORMATION-RETRIEVAL; DATABASE; EFFICIENT;
D O I
10.1109/SP46214.2022.00139
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We introduce the SPIRAL family of single-server private information retrieval (PIR) protocols. SPIRAL relies on a composition of two lattice-based homomorphic encryption schemes: the Regev encryption scheme and the Gentry-Sahai-Waters encryption scheme. We introduce new ciphertext translation techniques to convert between these two schemes and in doing so, enable new trade-offs in communication and computation. Across a broad range of database configurations, the basic version of SPIRAL simultaneously achieves at least a 4:5x reduction in query size, 1:5x reduction in response size, and 2x increase in server throughput compared to previous systems. A variant of our scheme, SPIRALSTREAMPACK, is optimized for the streaming setting and achieves a server throughput of 1:9 GB/s for databases with over a million records (compared to 200 MB/s for previous protocols) and a rate of 0:81 (compared to 0:24 for previous protocols). For streaming large records (e.g., a private video stream), we estimate the monetary cost of SPIRALSTREAMPACK to be only 1:9x greater than that of the no-privacy baseline where the client directly downloads the desired record.
引用
收藏
页码:930 / 947
页数:18
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