English   español  
Por favor, use este identificador para citar o enlazar a este item: http://hdl.handle.net/10261/134244
Compartir / Impacto:
Estadísticas
Add this article to your Mendeley library MendeleyBASE
Visualizar otros formatos: MARC | Dublin Core | RDF | ORE | MODS | METS | DIDL
Título

A formalization of record linkage and its application to data protection

AutorTorra, Vicenç; Stokes, Klara
Palabras claveRe-identificationl
Record linkage
K-anonymity
Belief functions
Fecha de publicación2012
EditorWorld Scientific Publishing
CitaciónInternational Journal of Uncertainty, Fuzziness and Knowlege-Based Systems 20 (6): 907- 919 (2012)
ResumenRe-identification and record linkage are tools used to measure disclosure risk in data privacy. Given two data files, record linkage establishes links between those records that correspond to the same individual. These links are often expressed in terms of probability distributions. This paper presents a review of a formalization of re-identification in terms of compatible belief functions. This formalization makes it possible to define the set of methods for re-identification that are relevant for the estimation of disclosure risk in privacy protection. Any re-identification method that does not fulfill the criteria for being in this set, may be discarded in a theoretical disclosure risk analysis. The focus in this paper is on providing examples of how this formalization can be applied in a few different scenarios in data privacy. © World Scientific Publishing Company.
URIhttp://hdl.handle.net/10261/134244
DOI10.1142/S0218488512400302
Identificadoresdoi: 10.1142/S0218488512400302
issn: 0218-4885
Aparece en las colecciones: (IIIA) Artículos
Ficheros en este ítem:
Fichero Descripción Tamaño Formato  
accesoRestringido.pdf15,38 kBAdobe PDFVista previa
Visualizar/Abrir
Mostrar el registro completo
 

Artículos relacionados:


NOTA: Los ítems de Digital.CSIC están protegidos por copyright, con todos los derechos reservados, a menos que se indique lo contrario.