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November 12, 2025Journal of CryptologyOpen Access

Faster Homomorphic Operations and Beyond: Expediting Homomorphic Computation via Boolean Circuit Optimization

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Authors

MYMingfei YuGMGiovanni De Micheli

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Overview

This approach demonstrates a 21.32% reduction in homomorphic computation time, implying improvements in fully homomorphic encryption efficiency.

Key Points

  • Reduction in homomorphic computation time by 21.32%, enhancing secure data processing.
  • Research illustrates balancing the trade-off between multiplicative depth and complexity in fully homomorphic encryption circuits.
  • Implementation of an exact synthesis paradigm coupled with a heuristic optimization algorithm for circuit efficiency.
  • Focus on optimizing fully homomorphic encryption could significantly impact secure computation strategies.

Cite This Study

Yu et al. (2025) studied this question.

synapsesocial.com/papers/69252e83c0ce034ddc355b6dhttps://doi.org/10.1007/s00145-025-09563-4
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Cut Tracing with E-Graphs for Boolean FHE Circuit Synthesis2025
  2. 2Practical solutions in fully homomorphic encryption: a survey analyzing existing acceleration methods2024 · 49 citations
  3. 3Coupling bit and modular arithmetic for efficient general-purpose fully homomorphic encryption2024 · 4 citations
  4. 4Understanding and boosting fully homomorphic encryption applications on GPU2026
  5. 5A survey on fully homomorphic encryption compilers2026