Using Identification Codes in the Two-Party Privacy-Preserving Record Linkage (PPRL)
In this paper, we show the problem of two-party privacy-preserving record linkage (PPRL) can be seen as an identification problem in Information Theory. We propose to apply the identification codes that are designed for identification via channels to the problem of PPRL, due to their advantage in th...
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| Format: | Article |
| Language: | English |
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Graz University of Technology
2025-08-01
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| Series: | Journal of Universal Computer Science |
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| Online Access: | https://lib.jucs.org/article/167412/download/pdf/ |
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| author | Yanling Chen |
| author_facet | Yanling Chen |
| author_sort | Yanling Chen |
| collection | DOAJ |
| description | In this paper, we show the problem of two-party privacy-preserving record linkage (PPRL) can be seen as an identification problem in Information Theory. We propose to apply the identification codes that are designed for identification via channels to the problem of PPRL, due to their advantage in the performance analysis, especially on a quantitative evaluation of the privacy. Note that for the PPRL, linkage quality is typically evaluated experimentally, whilst for privacy, there are so far no commonly accepted privacy measures available that allow an objective evaluation. Our approach of identification code provides an objective evaluation on both linkage quality and privacy based on parameters of employed identification codes. |
| format | Article |
| id | doaj-art-bdd4f72cf1e94f908db1262803ef21b7 |
| institution | Kabale University |
| issn | 0948-6968 |
| language | English |
| publishDate | 2025-08-01 |
| publisher | Graz University of Technology |
| record_format | Article |
| series | Journal of Universal Computer Science |
| spelling | doaj-art-bdd4f72cf1e94f908db1262803ef21b72025-08-20T03:43:36ZengGraz University of TechnologyJournal of Universal Computer Science0948-69682025-08-0131987789910.3897/jucs.167412167412Using Identification Codes in the Two-Party Privacy-Preserving Record Linkage (PPRL)Yanling Chen0Volkswagen Infotainment GmbHIn this paper, we show the problem of two-party privacy-preserving record linkage (PPRL) can be seen as an identification problem in Information Theory. We propose to apply the identification codes that are designed for identification via channels to the problem of PPRL, due to their advantage in the performance analysis, especially on a quantitative evaluation of the privacy. Note that for the PPRL, linkage quality is typically evaluated experimentally, whilst for privacy, there are so far no commonly accepted privacy measures available that allow an objective evaluation. Our approach of identification code provides an objective evaluation on both linkage quality and privacy based on parameters of employed identification codes.https://lib.jucs.org/article/167412/download/pdf/Record LinkageIdentification CodePrivacy |
| spellingShingle | Yanling Chen Using Identification Codes in the Two-Party Privacy-Preserving Record Linkage (PPRL) Journal of Universal Computer Science Record Linkage Identification Code Privacy |
| title | Using Identification Codes in the Two-Party Privacy-Preserving Record Linkage (PPRL) |
| title_full | Using Identification Codes in the Two-Party Privacy-Preserving Record Linkage (PPRL) |
| title_fullStr | Using Identification Codes in the Two-Party Privacy-Preserving Record Linkage (PPRL) |
| title_full_unstemmed | Using Identification Codes in the Two-Party Privacy-Preserving Record Linkage (PPRL) |
| title_short | Using Identification Codes in the Two-Party Privacy-Preserving Record Linkage (PPRL) |
| title_sort | using identification codes in the two party privacy preserving record linkage pprl |
| topic | Record Linkage Identification Code Privacy |
| url | https://lib.jucs.org/article/167412/download/pdf/ |
| work_keys_str_mv | AT yanlingchen usingidentificationcodesinthetwopartyprivacypreservingrecordlinkagepprl |