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October 1, 2025Open Access

EFFACT: A Highly Efficient Full-Stack FHE Acceleration Platform

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Authors

YHYi HuangXGXin GongXKXiangyu Kong

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Overview

Proposes EFFACT to optimize computational overhead and SRAM utilization in FHE schemes, indicating high efficiency.

Key Points

  • EFFACT enhances fully homomorphic encryption performance, reducing the computational overhead significantly.
  • Utilizing a novel streaming memory access optimization, it achieves high throughput with limited SRAM resources.
  • The platform incorporates a circuit-level function unit reuse scheme, minimizing computing resource use without sacrificing performance.
  • Supports multiple FHE schemes like CKKS, BGV, and BFV through an adaptable ISA and compiler backend.

Cite This Study

Huang et al. (2025) studied this question.

synapsesocial.com/papers/68dd91cbfe798ba2fc49868fhttps://doi.org/10.48550/arxiv.2504.15817
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