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Taxonomy of Attacks on Privacy-Preserving Record Linkage
Journal of Privacy and Confidentiality, 2022 Record linkage is the process of identifying records that corresponds to the same real-world entities across different databases. Due to the absence of unique entity identifiers, record linkage is often based on quasi-identifying values of entities ...
Anushka Vidanage +3 more
semanticscholar +1 more source
A scaling approach to record linkage [PDF]
Statistics in Medicine, 2017 With increasing availability of large datasets derived from administrative and other sources, there is an increasing demand for the successful linking of these to provide rich sources of data for further analysis. Variation in the quality of identifiers used to carry out linkage means that existing approaches are often based upon ‘probabilistic’ models,
Katie Harron +3 more
openaire +8 more sources
Definitions, 2020 A study in which data from different sources are "linked". Usually used to compile epidemiological data. The logic of record linkage is that two or more items of information about a person recorded at different times, and perhaps in different places, may
semanticscholar +1 more source
BMC Medical Informatics and Decision Making, 2020 Background Record linkage is the process of identifying and combining records about the same individual from two or more different datasets. While there are many open source and commercial data linkage tools, the volume and complexity of currently ...
George Caique Gouveia Barbosa +12 more
semanticscholar +1 more source
Bioinform., 2020 Motivation Record Linkage has versatile applications in real-world data analysis contexts, where several datasets need to be linked on the record level in the absence of any exact identifier connecting related records. An example are medical databases of
S. Stammler +7 more
semanticscholar +1 more source
Real world performance of privacy preserving record linkage
International Journal of Population Data Science, 2018 Introduction Privacy preserving record linkage (PPRL) using encoded or hashed data has potential to enable large-scale record linkage of previously inaccessible data.
Katie Irvine +6 more
doaj +1 more source
International Journal of Environmental Research and Public Health, 2020 Since its post-World War II inception, the science of record linkage has grown exponentially and is used across industrial, governmental, and academic agencies.
J. Asher +4 more
semanticscholar +1 more source
Multiple operating models for data linkage: A privacy positive
International Journal of Population Data Science, 2017 Objectives The data linkage landscape is rapidly evolving and a variety of operating models are used across dedicated data linkage centres. We have reviewed various operating models and redesigned the technical operating models for our multi ...
Katrina Irvine, Stephanie Hollis
doaj +1 more source
International Journal of Population Data Science, 2018 Introduction Mortality inequalities by income and education levels have historically been estimated using an area-based approach in Canada. Although useful in measuring socioeconomic inequalities overtime, this method underestimates the level of ...
Katie Irvine +6 more
doaj +1 more source
International Journal of Population Data Science, 2020 Introduction While the quantity and type of datasets used by data linkage projects is growing, there remain some datasets that are ‘not available’ or ‘hard to access’ by researchers and linkers, either due to legal/regulatory constraints restricting the ...
Sean Randall +6 more
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