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July 15, 2026CryptographyOpen Access

A Brief Survey on Hardware Implementation of Fully Homomorphic Encryption

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Authors

YSYang SuKZKaixuan ZhouWZWeidong Zhong

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Overview

This survey reviews hardware implementations of fully homomorphic encryption, indicating potential improvements for enhanced performance.

Key Points

  • The aim is to review the advancements and challenges in hardware implementations of fully homomorphic encryption (FHE).
  • Systematic review of FHE schemes and their characteristics.
  • Survey and analysis of hardware optimization techniques and accelerator architecture.
  • Examination of polynomial and integer modular multiplier designs.
  • Highlighted main advantages and disadvantages of various hardware structures.
  • Identified potential deficiencies in existing hardware architectures for FHE.
  • Outlined future research directions and development prospects to improve operational performance.

Cite This Study

Su et al. (2026) studied this question.

synapsesocial.com/papers/6a57236f88b21df875480315https://doi.org/10.3390/cryptography10040049
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  4. 4EFFACT: A Highly Efficient Full-Stack FHE Acceleration Platform2025
  5. 5Faster Homomorphic Operations and Beyond: Expediting Homomorphic Computation via Boolean Circuit Optimization2025