About: Semantic-Based Policy Composition for Privacy-Demanding Data Linkage

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http://eprints.org/ontology/hasDocument	Semantic-Based Policy Composition for Privacy-Demanding Data Linkage (PDF) Semantic-Based Policy Composition for Privacy-Demanding Data Linkage (PDF) Semantic-Based Policy Composition for Privacy-Demanding Data Linkage (Other) Semantic-Based Policy Composition for Privacy-Demanding Data Linkage (Other) Semantic-Based Policy Composition for Privacy-Demanding Data Linkage (Other) Semantic-Based Policy Composition for Privacy-Demanding Data Linkage (Other) Semantic-Based Policy Composition for Privacy-Demanding Data Linkage (Other) Semantic-Based Policy Composition for Privacy-Demanding Data Linkage (Other) Semantic-Based Policy Composition for Privacy-Demanding Data Linkage (Other) Semantic-Based Policy Composition for Privacy-Demanding Data Linkage (Other) Semantic-Based Policy Composition for Privacy-Demanding Data Linkage (Other) Semantic-Based Policy Composition for Privacy-Demanding Data Linkage (Other)
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Title	Semantic-Based Policy Composition for Privacy-Demanding Data Linkage Semantic-Based Policy Composition for Privacy-Demanding Data Linkage
described by	https://demo.openlinksw.com/about/id/entity/https/www.cs.kent.ac.uk/people/staff/akj22/materials/CO644/export_kar_RDFN3.n3 https://demo.openlinksw.com/about/id/entity/https/raw.githubusercontent.com/annajordanous/CO644Files/main/export_kar_RDFN3.n3
Date	2018-08 2018-08
Creator	Karin Verspoor Karin Verspoor Richard O. Sinnott Richard O. Sinnott Yang Lu Yang Lu
status	peer reviewed peer reviewed published published
Publisher	IEEE IEEE
abstract	Record linkage can be used to support current and future health research across populations however such approaches give rise to many challenges related to patient privacy and confidentiality including inference attacks. To address this, we present a semantic-based policy framework where linkage privacy detects attribute associations that can lead to inference disclosure issues. To illustrate the effectiveness of the approach, we present a case study exploring health data combining spatial, ethnicity and language information from several major on-going projects occurring across Australia. Compared with classic access control models, the results show that our proposal outperforms other approaches with regards to effectiveness, reliability and subsequent data utility. Record linkage can be used to support current and future health research across populations however such approaches give rise to many challenges related to patient privacy and confidentiality including inference attacks. To address this, we present a semantic-based policy framework where linkage privacy detects attribute associations that can lead to inference disclosure issues. To illustrate the effectiveness of the approach, we present a case study exploring health data combining spatial, ethnicity and language information from several major on-going projects occurring across Australia. Compared with classic access control models, the results show that our proposal outperforms other approaches with regards to effectiveness, reliability and subsequent data utility.
Is Part Of	17th IEEE International Conference On Trust, Security And Privacy In Computing And Communications 17th IEEE International Conference On Trust, Security And Privacy In Computing And Communications https://kar.kent.ac.uk/id/repository https://kar.kent.ac.uk/id/repository
Subject	Q Science Q Science QA 75 Electronic computers. Computer science QA 75 Electronic computers. Computer science QA76.76 Computer software QA76.76 Computer software R858 Computer applications to medicine. Medical informatics. Medical information technology R858 Computer applications to medicine. Medical informatics. Medical information technology T Technology T Technology TK5105 Data transmission systems TK5105 Data transmission systems TK5105.5 Computer networks TK5105.5 Computer networks
list of authors	https://kar.kent.ac.uk/id/eprint/80961#authors https://kar.kent.ac.uk/id/eprint/80961#authors
presented at	17th IEEE International Conference On Trust, Security And Privacy In Computing And Communications 17th IEEE International Conference On Trust, Security And Privacy In Computing And Communications
is topic of	https://www.cs.kent.ac.uk/people/staff/akj22/materials/CO644/export_kar_RDFN3.n3 https://raw.githubusercontent.com/annajordanous/CO644Files/main/export_kar_RDFN3.n3
is primary topic of	HTML Summary of #80961 Semantic-Based Policy Composition for Privacy-Demanding Data Linkage HTML Summary of #80961 Semantic-Based Policy Composition for Privacy-Demanding Data Linkage

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