論文

査読有り
2016年

Evaluation of Secure Computation in a Distributed Healthcare Setting

EXPLORING COMPLEXITY IN HEALTH: AN INTERDISCIPLINARY SYSTEMS APPROACH
  • Eizen Kimura
  • ,
  • Koki Hamada
  • ,
  • Ryo Kikuchi
  • ,
  • Koji Chida
  • ,
  • Kazuya Okamoto
  • ,
  • Shirou Manabe
  • ,
  • Tomohiko Kuroda
  • ,
  • Yasushi Matsumura
  • ,
  • Toshihiro Takeda
  • ,
  • Naoki Mihara

228
開始ページ
152
終了ページ
156
記述言語
英語
掲載種別
研究論文(国際会議プロシーディングス)
DOI
10.3233/978-1-61499-678-1-152
出版者・発行元
IOS PRESS

Issues related to ensuring patient privacy and data ownership in clinical repositories prevent the growth of translational research. Previous studies have used an aggregator agent to obscure clinical repositories from the data user, and to ensure the privacy of output using statistical disclosure control. However, there remain several issues that must be considered. One such issue is that a data breach may occur when multiple nodes conspire. Another is that the agent may eavesdrop on or leak a user's queries and their results. We have implemented a secure computing method so that the data used by each party can be kept confidential even if all of the other parties conspire to crack the data. We deployed our implementation at three geographically distributed nodes connected to a high-speed layer two network. The performance of our method, with respect to processing times, suggests suitability for practical use.

リンク情報
DOI
https://doi.org/10.3233/978-1-61499-678-1-152
DBLP
https://dblp.uni-trier.de/rec/conf/mie/KimuraHKCOMKMTM16
PubMed
https://www.ncbi.nlm.nih.gov/pubmed/27577361
Web of Science
https://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=JSTA_CEL&SrcApp=J_Gate_JST&DestLinkType=FullRecord&KeyUT=WOS:000390309900030&DestApp=WOS_CPL
URL
http://dblp.uni-trier.de/db/conf/mie/mie2016.html#conf/mie/KimuraHKCOMKMTM16
ID情報
  • DOI : 10.3233/978-1-61499-678-1-152
  • ISSN : 0926-9630
  • DBLP ID : conf/mie/KimuraHKCOMKMTM16
  • PubMed ID : 27577361
  • Web of Science ID : WOS:000390309900030

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