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Efficient privacy-preserving scheme for secure neural network inference
Regular Papers | Updated：2025-10-13

    • Efficient privacy-preserving scheme for secure neural network inference

      Enhanced Publication
    • 用于安全神经网络推理的高效隐私保护方案
    • “In the field of cloud computing, this study introduces an efficient privacy-preserving secure neural network inference scheme. Expert xx proposed an approach of merging network parameters and a fast convolution algorithm, which reduces the linear operation time in the online stage by at least 11%, significantly reducing inference time and communication overhead.”
    • Frontiers of Information Technology & Electronic Engineering   Vol. 26, Issue 9, Pages: 1609-1623(2025)

    • DOI：10.1631/FITEE.2400371    

      CLC： TP391.4

    • Received：08 May 2024，

      Revised：2024-11-21，

      Published：2025-09

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  • Liquan CHEN, Zixuan YANG, Peng ZHANG, et al. Efficient privacy-preserving scheme for secure neural network inference[J]. Frontiers of information technology & electronic engineering, 2025, 26(9): 1609-1623. DOI： 10.1631/FITEE.2400371.

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