Author

Hiroto Sawada

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Recent research

  • AI & ComputingOpen access

    FLRSP: privacy-preserving federated learning using randomly selected model parameters

    In this paper, the authors propose a method for privacy-preserving federated learning (FL) that uses randomly selected model parameters to update global models. High-quality deep neural network models require a huge amount of training data in general, but model training raises pr...

    APSIPA Transactions on Signal and Information Processing2026-08-260 citationsDOI