Proteus: A Pipelined NTT Architecture Generator

Research output: Contribution to journalArticlepeer-review

Abstract

Number theoretic transform (NTT) is a fundamental building block in emerging cryptographic constructions such as fully homomorphic encryption (FHE), post-quantum cryptography (PQC), and zero-knowledge proof (ZKP). In this work, we introduce Proteus, an open-source parametric hardware to generate pipelined architectures for the NTT. For a given parameter set including the polynomial degree and size of the coefficient modulus, Proteus can generate Radix-2 NTT architectures using single-path delay feedback (SDF) and multipath delay commutator (MDC) approaches. We also present a detailed analysis of NTT implementation approaches and use several optimizations to achieve the best NTT configuration. Our evaluations demonstrate performance gain up to 1.8 × compared to SDF and MDC-based NTT implementations in the literature. Our SDF and MDC architectures use 1.75 × and 6.5 × less DSPs, and 3 × and 10.5 × less BRAMs, respectively, compared to state-of-the-art SDF and MDC-based NTT implementations.

Original languageEnglish
Pages (from-to)1228 - 1238
Number of pages11
JournalIEEE Transactions on Very Large Scale Integration (VLSI) Systems
Volume32
Issue number7
DOIs
Publication statusPublished - 1 Jul 2024

Keywords

  • Parametric
  • Pipelined
  • NTT
  • FHE
  • ZKP
  • pipelined
  • parametric
  • Fully homomorphic encryption (FHE)
  • number theoretic transform (NTT)
  • zero-knowledge proof (ZKP)

ASJC Scopus subject areas

  • Software
  • Hardware and Architecture
  • Electrical and Electronic Engineering

Fields of Expertise

  • Information, Communication & Computing

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