fpga上的高效运算:一种多项式向量处理器

Zhaohui Chen, Yuan Ma, Tianyu Chen, Jingqiang Lin, Jiwu Jing
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引用次数: 19

摘要

Kyber是后量子密码学标准化过程中一个很有前途的候选者。本文提出了一种有针对性的优化策略,并在fpga上实现了Kyber处理器。通过合并操作,与教科书实现相比,Kyber512和Kyber1024的时钟周期分别减少了29.4%和33.3%。我们利用绅士-桑德(GS)蝴蝶来优化数论变换(NTT)的实现。利用双列顺序方案打破了内存访问的瓶颈。我们进一步提出了一个管道架构,以获得更好的性能。优化帮助处理器实现每秒31684次NTT操作,仅使用477个lut, 237个ff和1个DSP。我们的策略至少比NTT最先进的模块高效3倍,具有相似的安全级别。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Towards Efficient Kyber on FPGAs: A Processor for Vector of Polynomials
Kyber is a promising candidate in post-quantum cryptography standardization process. In this paper, we propose a targeted optimization strategy and implement a processor for Kyber on FPGAs. By merging the operations, we cut off 29.4% clock cycles for Kyber512 and 33.3% for Kyber1024 compared with the textbook implementations. We utilize Gentlemen-Sande (GS) butterfly to optimize the Number-Theoretic Transform (NTT) implementation. The bottleneck of memory access is broken taking advantage of a dual-column sequential scheme. We further propose a pipeline architecture for better performance. The optimizations help the processor achieve 31684 NTT operations per second using only 477 LUTs, 237 FFs and 1 DSP. Our strategy is at least 3x more efficient than the state-of-the-art module for NTT with a similar security level.
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