Local Distortion Hiding Algorithm in Medical Data: A Case Study sing CART.
Data sharing has become an increasingly common process among health organizations, but any organization will most likely try to hide some sensitive patterns before sharing its data with others. Local Distortion Hiding (LDH), a recently proposed algorithm, has been evaluated only on the assumption of...
| Publicado en: | Studies in Health Technology & Informatics Vol. 272; pp. 99 - 103 |
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| Autores principales: | , , |
| Formato: | tables/charts Journal Article |
| Publicado: |
Sage Publications Inc.
2020
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| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ccm&AN=144396603&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 144396603 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 09269630 U1V jtl: Studies in Health Technology & Informatics issn: 09269630 maglogo: N pubinfo: dt: 2020 vid: 272 pid: 344 pub: Sage Publications Inc. place: Thousand Oaks, California artinfo: ui: 144396603 144396603 144396603 10.3233/SHTI200503 144396603 ppf: 99 ppct: 4 formats: tig: atl: Local Distortion Hiding Algorithm in Medical Data: A Case Study sing CART. aug: au: FERETZAKIS, Georgios KALLES, Dimitris VERYKIOS, Vassilios S. affil: School of Science and Technology, Hellenic Open University, Patras 263 35, Greece sug: subj: Electronic Data Interchange Privacy and Confidentiality Algorithms Health Informatics Decision Trees Machine Learning kappa Statistic ab: Data sharing has become an increasingly common process among health organizations, but any organization will most likely try to hide some sensitive patterns before sharing its data with others. Local Distortion Hiding (LDH), a recently proposed algorithm, has been evaluated only on the assumption of an opponent using the J48 (C4.5) classification algorithm. We now extend the basic approach, and we present a medical dataset hiding case study of a processed by LDH and attacked with the CART algorithm. pubtype: Academic Journal doctype: tables/charts Journal Article ougenre: Article language: English refInfo: holdings: @attributes: islocal: N |
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