论文标题

FHEBENCH:基准完全同型加密方案

FHEBench: Benchmarking Fully Homomorphic Encryption Schemes

论文作者

Jiang, Lei, Ju, Lei

论文摘要

完全同态加密(FHE)是在不信任的云中最有前途的保存计算的解决方案之一。可以通过各种方案实施,每个方案都具有独特的优势,即,有些方案擅长算术操作,而另一些方案在实施布尔逻辑操作时效率很高。因此,即使是密码学专家,更不用说普通用户很难选择有效实施特定应用程序的“正确”方案。先前的工作仅在定性上比较几乎没有方案。在本文中,我们介绍了一项实证研究Fhebench,以定量比较主要方案

Fully Homomorphic Encryption (FHE) emerges one of the most promising solutions to privacy-preserving computing in an untrusted cloud. FHE can be implemented by various schemes, each of which has distinctive advantages, i.e., some are good at arithmetic operations, while others are efficient when implementing Boolean logic operations. Therefore, it is difficult for even cryptography experts let alone average users to choose the "right" FHE scheme to efficiently implement a specific application. Prior work only qualitatively compares few FHE schemes. In this paper, we present an empirical study, FHEBench, to quantitatively compare major FHE schemes

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