用于 CRYSTALS Kyber 后量子加密算法的基于 FPGA 的紧凑型低延迟数论变换架构

Information Pub Date : 2024-07-11 DOI:10.3390/info15070400
Binh Kieu-Do-Nguyen, Nguyen The The Binh, C. Pham-Quoc, Huynh Phuc Nghi, Ngoc-Thinh Tran, Trong-Thuc Hoang, C. Pham
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引用次数: 0

摘要

在现代物联网(IoT)时代,特别是随着量子计算机的快速发展,在众多终端中采用后量子加密算法可以抵御未来潜在的量子攻击威胁。基于晶格的加密算法可以抵御量子计算攻击,是目前流行的经典公钥加密技术的可行替代品。然而,该算法的时间复杂性很高,给物联网终端中本已资源有限的芯片带来了巨大的计算负担。众所周知,在基于网格的加密算法中,有限域上的多项式乘法是最耗时的过程。因此,研究计算多项式乘法的高效方法对于在低配置物联网终端上采用这些抗量子网格算法至关重要。数论变换(NTT)是快速傅立叶变换(FFT)的一种变体,被广泛用于加速有限域上的多项式乘法,以实现亚二次方时间复杂度。本研究提出了一种基于 FPGA 的数论变换高效实现方法,用于 CRYSTAL Kyber(一种基于网格的公钥加密算法)。我们的混合设计支持正向和反向 NTT,能够在低配置的 Artix7-XC7A100T 上以高达 417 MHz 的高频率运行,并实现 1.10μs 的低延迟,同时达到最先进的硬件效率,仅消耗 541 个 LUT、680 个 FF 和 4 个 18 Kb BRAM。这要归功于新提出的多级流水线蝶形单元架构和有效的系数访问模式。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Compact and Low-Latency FPGA-Based Number Theoretic Transform Architecture for CRYSTALS Kyber Postquantum Cryptography Scheme
In the modern era of the Internet of Things (IoT), especially with the rapid development of quantum computers, the implementation of postquantum cryptography algorithms in numerous terminals allows them to defend against potential future quantum attack threats. Lattice-based cryptography can withstand quantum computing attacks, making it a viable substitute for the currently prevalent classical public-key cryptography technique. However, the algorithm’s significant time complexity places a substantial computational burden on the already resource-limited chip in the IoT terminal. In lattice-based cryptography algorithms, the polynomial multiplication on the finite field is well known as the most time-consuming process. Therefore, investigations into efficient methods for calculating polynomial multiplication are essential for adopting these quantum-resistant lattice-based algorithms on a low-profile IoT terminal. Number theoretic transform (NTT), a variant of fast Fourier transform (FFT), is a technique widely employed to accelerate polynomial multiplication on the finite field to achieve a subquadratic time complexity. This study presents an efficient FPGA-based implementation of number theoretic transform for the CRYSTAL Kyber, a lattice-based public-key cryptography algorithm. Our hybrid design, which supports both forward and inverse NTT, is able run at high frequencies up to 417 MHz on a low-profile Artix7-XC7A100T and achieve a low latency of 1.10μs while achieving state-of-the-art hardware efficiency, consuming only 541-LUTs, 680 FFs, and four 18 Kb BRAMs. This is made possible thanks to the newly proposed multilevel pipeline butterfly unit architecture in combination with employing an effective coefficient accessing pattern.
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