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Privacy-Preserving Access Control in Electronic Health Record Linkage

Lu, Yang, Sinnott, Richard O., Verspoor, Karin, Parampalli, Udaya (2018) Privacy-Preserving Access Control in Electronic Health Record Linkage. In: 2018 17th IEEE International Conference On Trust, Security And Privacy In Computing And Communications/ 12th IEEE International Conference On Big Data Science And Engineering (TrustCom/BigDataSE). . pp. 1079-1090. IEEE ISBN 978-1-5386-4389-1. E-ISBN 978-1-5386-4388-4. (doi:10.1109/TrustCom/BigDataSE.2018.00151) (KAR id:80959)

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https://dx.doi.org/10.1109/TrustCom/BigDataSE.2018...

Abstract

Sharing aggregated electronic health records (EHRs) for integrated health care and public health studies is increasingly demanded. Patient privacy demands that anonymisation procedures are in place for data sharing. However traditional methods such as k-anonymity and its derivations are often over-generalizing resulting in lower data accuracy. To tackle this issue, we present the Semantic Linkage K-Anonymity (SLKA) approach supporting ongoing record linkages. We show how SLKA balances privacy and utility preservation through detecting risky combinations hidden in data releases.

Item Type: Conference or workshop item (Paper)
DOI/Identification number: 10.1109/TrustCom/BigDataSE.2018.00151
Subjects: Q Science > QA Mathematics (inc Computing science) > QA 75 Electronic computers. Computer science
Q Science > QA Mathematics (inc Computing science) > QA 76 Software, computer programming, > QA76.76 Computer software
R Medicine > R Medicine (General) > R858 Computer applications to medicine. Medical informatics. Medical information technology
T Technology > TK Electrical engineering. Electronics. Nuclear engineering > TK5101 Telecommunications > TK5105 Data transmission systems
T Technology > TK Electrical engineering. Electronics. Nuclear engineering > TK5101 Telecommunications > TK5105.888 World Wide Web
Z Bibliography. Library Science. Information Resources > ZA Information resources > ZA4045 Electronic information resources
Z Bibliography. Library Science. Information Resources > ZA Information resources > ZA4450 Databases
Divisions: University wide Teaching/Research Centres > Kent Interdisciplinary Research Centre in Cyber Security
Divisions > Division of Computing, Engineering and Mathematical Sciences > School of Computing
Depositing User: Yang Lu
Date Deposited: 22 Apr 2020 15:58 UTC
Last Modified: 16 Feb 2021 14:12 UTC
Resource URI: https://kar.kent.ac.uk/id/eprint/80959 (The current URI for this page, for reference purposes)
Lu, Yang: https://orcid.org/0000-0002-0583-2688
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