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      Can you really anonymize the donors of genomic data in today’s digital world?

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      Author(s)
      Alser, Mohammed
      Almadhoun, Nour
      Nouri, Azita
      Alkan, Can
      Ayday, Erman
      Date
      2016-09
      Source Title
      Data Privacy Management, and Security Assurance 10th International Workshop, DPM 2015, and 4th International Workshop, QASA 2015
      Print ISSN
      0302-9743
      Publisher
      Springer
      Pages
      237 - 244
      Language
      English
      Type
      Conference Paper
      Item Usage Stats
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      Abstract
      The rapid progress in genome sequencing technologies leads to availability of high amounts of genomic data. Accelerating the pace of biomedical breakthroughs and discoveries necessitates not only collecting millions of genetic samples but also granting open access to genetic databases. However, one growing concern is the ability to protect the privacy of sensitive information and its owner. In this work, we survey a wide spectrum of cross-layer privacy breaching strategies to human genomic data (using both public genomic databases and other public non-genomic data). We outline the principles and outcomes of each technique, and assess its technological complexity and maturation. We then review potential privacy-preserving countermeasure mechanisms for each threat. © Springer International Publishing Switzerland 2016.
      Keywords
      Bioinformatics
      Genomics
      Privacy
      Genes
      Digital world
      Genome sequencing
      Genomic database
      Privacy preserving
      Sensitive informations
      Technological complexity
      Wide spectrum
      Data privacy
      Permalink
      http://hdl.handle.net/11693/37504
      Published Version (Please cite this version)
      http://dx.doi.org/10.1007/978-3-319-29883-2_16
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      • Department of Computer Engineering 1510
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