Articles producció científica> Enginyeria Informàtica i Matemàtiques

µ-ANT: Semantic Microaggregation-based Anonymization Tool

  • Identification data

    Identifier: imarina:6062426
    Handle: http://hdl.handle.net/20.500.11797/imarina6062426
  • Authors:

    Sánchez D, Martínez S, Domingo-Ferrer J, Soria-Comas J, Batet M
  • Others:

    Author, as appears in the article.: Sánchez D, Martínez S, Domingo-Ferrer J, Soria-Comas J, Batet M
    Department: Enginyeria Informàtica i Matemàtiques
    URV's Author/s: Batet Sanromà, Montserrat / Domingo Ferrer, Josep / Martinez Lluis, Sergio / Sánchez Ruenes, David / SORIA COMAS, JORGE
    Keywords: Privacy
    Abstract: © 2019 The Author(s). Published by Oxford University Press. Motivation: Detailed patient data are crucial for medical research. Yet, these healthcare data can only be released for secondary use if they have undergone anonymization. Results: We present and describe μ-ANT, a practical and easily configurable anonymization tool for (healthcare) data. It implements several state-of-the-art methods to offer robust privacy guarantees and preserve the utility of the anonymized data as much as possible. μ-ANT also supports the heterogenous attribute types commonly found in electronic healthcare records and targets both practitioners and software developers interested in data anonymization.
    Thematic Areas: Statistics and probability Statistics & probability Odontología Nutrição Molecular biology Medicina veterinaria Medicina ii Medicina i Mathematics, interdisciplinary applications Mathematical & computational biology Matemática / probabilidade e estatística Interdisciplinar General medicine Engenharias iv Economia Computer science, interdisciplinary applications Computer science applications Computational theory and mathematics Computational mathematics Ciências biológicas iii Ciências biológicas ii Ciências biológicas i Ciências agrárias i Ciência da computação Biotecnología Biotechnology & applied microbiology Biology, miscellaneous Biodiversidade Biochemistry Biochemical research methods Astronomia / física
    licence for use: https://creativecommons.org/licenses/by/3.0/es/
    ISSN: 1367-4803
    Author's mail: montserrat.batet@urv.cat sergio.martinezl@urv.cat josep.domingo@urv.cat david.sanchez@urv.cat
    Author identifier: 0000-0001-8174-7592 0000-0002-3941-5348 0000-0001-7213-4962 0000-0001-7275-7887
    Last page: 1653
    Record's date: 2023-02-22
    Journal volume: 36
    Papper version: info:eu-repo/semantics/submittedVersion
    Link to the original source: https://academic.oup.com/bioinformatics/article/36/5/1652/5588845
    Licence document URL: http://repositori.urv.cat/ca/proteccio-de-dades/
    Papper original source: Bioinformatics. 36 (5): 1652-1653
    APA: Sánchez D, Martínez S, Domingo-Ferrer J, Soria-Comas J, Batet M (2020). µ-ANT: Semantic Microaggregation-based Anonymization Tool. Bioinformatics, 36(5), 1652-1653. DOI: 10.1093/bioinformatics/btz792
    Article's DOI: 10.1093/bioinformatics/btz792
    Entity: Universitat Rovira i Virgili
    Journal publication year: 2020
    First page: 1652
    Publication Type: Journal Publications
  • Keywords:

    Biochemical Research Methods,Biochemistry,Biology, Miscellaneous,Biotechnology & Applied Microbiology,Computational Mathematics,Computational Theory and Mathematics,Computer Science Applications,Computer Science, Interdisciplinary Applications,Mathematical & Computational Biology,Mathematics, Interdisciplinary Applications,Molecular Biolog
    Privacy
    Statistics and probability
    Statistics & probability
    Odontología
    Nutrição
    Molecular biology
    Medicina veterinaria
    Medicina ii
    Medicina i
    Mathematics, interdisciplinary applications
    Mathematical & computational biology
    Matemática / probabilidade e estatística
    Interdisciplinar
    General medicine
    Engenharias iv
    Economia
    Computer science, interdisciplinary applications
    Computer science applications
    Computational theory and mathematics
    Computational mathematics
    Ciências biológicas iii
    Ciências biológicas ii
    Ciências biológicas i
    Ciências agrárias i
    Ciência da computação
    Biotecnología
    Biotechnology & applied microbiology
    Biology, miscellaneous
    Biodiversidade
    Biochemistry
    Biochemical research methods
    Astronomia / física
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