Configurable Butterfly Unit Architecture for NTT/INTT in Homomorphic Encryption

Phap Duong-Ngoc, T. Tan, Hanho Lee
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引用次数: 4

Abstract

This paper proposes a configurable architecture of butterfly unit (BU) supporting number theoretic transform (NTT) and inverse NTT (INTT) accelerators in the ring learning with error based homomorphic encryption. The proposed architecture is fully pipelined and carefully optimized the critical path delay. To compare with related works, several BU designs of different bit-size specific primes are synthesized and successfully placed-and-routed on the Xilinx Zynq UltraScale+ ZCU102 FPGA platform. Implementation results show that the proposed BU designs achieve 3× acceleration with more efficient resource utilization compared with previous works. Thus, the proposed BU architecture is worthwhile to develop NTTINTT accelerators in advanced homomorphic encryption systems.
同态加密中NTT/INTT的可配置蝴蝶单元体系结构
在基于误差的同态加密环学习中,提出了一种支持数论变换(NTT)和逆数论变换(INTT)加速器的可配置蝶形单元(BU)结构。所提出的架构是完全流水线化的,并仔细优化了关键路径延迟。为了与相关工作进行比较,我们合成了几种不同位大小特定素数的BU设计,并成功地在Xilinx Zynq UltraScale+ ZCU102 FPGA平台上放置和路由。实施结果表明,与以往的设计相比,所提出的BU设计实现了3倍的加速和更有效的资源利用。因此,所提出的BU架构对于在高级同态加密系统中开发NTTINTT加速器是有价值的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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