Ph.D. Project: An Efficient NTT Accelerator Supporting Various Lengths for HHE

Hybrid Homomorphic Encryption (HHE) scheme integrates arithmetic FHE and logical FHE to enhance the performance and scalability of privacy-preserving computations. However, the performance of hybrid homomorphic encryption mainly depends on the efficiency of the Number Theoretic Transform (NTT). Consequently, this paper introduces an FPGA-based NTT accelerator for HHE. We have designed a cross-scheme-friendly NTT architecture that supports NTT of varying lengths through the reuse of NTT units. Experimental results demonstrate that proposed architecture achieves a 3.4 times increase in throughput compared to existing state-of-the-art approaches across a range of NTT lengths.

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Publication Details

Published
2025-05-04
DOI
https://doi.org/10.1109/fccm62733.2025.00018
Primary Topic
Gyrotron and Vacuum Electronics Research
Type
article
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article

Ph.D. Project: An Efficient NTT Accelerator Supporting Various Lengths for HHE

Teng Wang, Hang Gu, Chao Wang
Gyrotron and Vacuum Electronics Research
article

Ph.D. Project: An Efficient NTT Accelerator Supporting Various Lengths for HHE

Teng Wang, Hang Gu, Chao Wang
article en

Abstract

Hybrid Homomorphic Encryption (HHE) scheme integrates arithmetic FHE and logical FHE to enhance the performance and scalability of privacy-preserving computations. However, the performance of hybrid homomorphic encryption mainly depends on the efficiency of the Number Theoretic Transform (NTT). Consequently, this paper introduces an FPGA-based NTT accelerator for HHE. We have designed a cross-scheme-friendly NTT architecture that supports NTT of varying lengths through the reuse of NTT units. Experimental results demonstrate that proposed architecture achieves a 3.4 times increase in throughput compared to existing state-of-the-art approaches across a range of NTT lengths.

University of Science and Technology of China (CN)
Industry, innovation and infrastructure
Openalex Percentile: Top 91%
Gyrotron and Vacuum Electronics Research
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