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LMSA:A Lightweight Multi-Key Secure Aggregation Framework for Privacy-Preserving Healthcare AIoT

Hyunwoo Park Jaedong Lee

Computer Modeling in Engineering & Sciences2025,Vol.143Issue(4):P.827-847,21.
Computer Modeling in Engineering & Sciences2025,Vol.143Issue(4):P.827-847,21.DOI:10.32604/cmes.2025.061178

LMSA:A Lightweight Multi-Key Secure Aggregation Framework for Privacy-Preserving Healthcare AIoT

Hyunwoo Park 1Jaedong Lee2

作者信息

  • 1. Healthcare AI Team,National Cancer Center,Goyang,10408,Republic of Korea Cancer Big Data and AI Branch,National Cancer Center,Goyang,10408,Republic of Korea
  • 2. Healthcare AI Team,National Cancer Center,Goyang,10408,Republic of Korea Department of Cancer AI&DigitalHealth,Graduate School of Cancer Science and Policy,National Cancer Center,Goyang,10408,Republic of Korea
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摘要

关键词

Secure aggregation/lightweight/federated learning

分类

信息技术与安全科学

引用本文复制引用

Hyunwoo Park,Jaedong Lee..LMSA:A Lightweight Multi-Key Secure Aggregation Framework for Privacy-Preserving Healthcare AIoT[J].Computer Modeling in Engineering & Sciences,2025,143(4):P.827-847,21.

基金项目

supported by the National Research Foundation of Korea(NRF)grant funded by the Korea government(MSIT)(No.NRF-2022R1C1C2012463). (NRF)

Computer Modeling in Engineering & Sciences

1526-1492

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