Curtin University Homepage
  • Library
  • Help
    • Admin

    espace - Curtin’s institutional repository

    JavaScript is disabled for your browser. Some features of this site may not work without it.
    View Item 
    • espace Home
    • espace
    • Curtin Theses
    • View Item
    • espace Home
    • espace
    • Curtin Theses
    • View Item

    Implementing Privacy-Preserving Record Linkage in a Cloud Computing Environment

    Brown AP 2021.pdf (5.364Mb)
    Access Status
    Open access
    Authors
    Brown, Adrian Paul
    Date
    2021
    Supervisor
    Christopher Reid
    Anna Ferrante
    James Boyd
    Type
    Thesis
    Award
    PhD
    
    Metadata
    Show full item record
    Faculty
    Health Sciences
    School
    Curtin School of Population Health
    URI
    http://hdl.handle.net/20.500.11937/86133
    Collection
    • Curtin Theses
    Abstract

    Increased demand for record linkage of administrative data, coupled with privacy risks, presents considerable challenges for many organisations. The primary objective of this research was to develop an operational cloud model for privacy-preserving record linkage utilising scalable computing infrastructure. The thesis presents and evaluates a cloud model for record linkage that links records without sharing personally identifying information, incorporating new techniques for improving accuracy, privacy and performance.

    Related items

    Showing items related by title, author, creator and subject.

    • Estimating parameters for probabilistic linkage of privacy-preserved datasets.
      Brown, A.; Randall, Sean; Ferrante, A.; Semmens, J.; Boyd, J. (2017)
      Background: Probabilistic record linkage is a process used to bring together person-based records from within the same dataset (de-duplication) or from disparate datasets using pairwise comparisons and matching probabilities. ...
    • Limited privacy protection and poor sensitivity: Is it time to move on from the statistical linkage key-581?
      Randall, Sean; Ferrante, Anna; Boyd, James; Brown, Adrian; Semmens, James (2016)
      Background: The statistical linkage key (SLK-581) is a common tool for record linkage in Australia, due to its ability to provide some privacy protection. However, newer privacy-preserving approaches may provide greater ...
    • Application of privacy-preserving techniques in operational record linkage centres
      Boyd, James; Randall, Sean; Ferrante, Anna (2015)
      Record linkage is the process of bringing together data relating to the same individual within and between different datasets. These integrated datasets provide diverse and rich resources for researchers without the cost ...
    Advanced search

    Browse

    Communities & CollectionsIssue DateAuthorTitleSubjectDocument TypeThis CollectionIssue DateAuthorTitleSubjectDocument Type

    My Account

    Admin

    Statistics

    Most Popular ItemsStatistics by CountryMost Popular Authors

    Follow Curtin

    • 
    • 
    • 
    • 
    • 

    CRICOS Provider Code: 00301JABN: 99 143 842 569TEQSA: PRV12158

    Copyright | Disclaimer | Privacy statement | Accessibility

    Curtin would like to pay respect to the Aboriginal and Torres Strait Islander members of our community by acknowledging the traditional owners of the land on which the Perth campus is located, the Whadjuk people of the Nyungar Nation; and on our Kalgoorlie campus, the Wongutha people of the North-Eastern Goldfields.