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Pàgina inicial > Llibres i col·leccions > Capítols de llibres > Integral privacy |
Publicació: | Cham: Springer, 2016 |
Resum: | When considering data provenance some problems arise from the need to safely handle provenance related functionality. If some modifications have to be performed in a data set due to provenance related requirements, e. g. remove data from a given user or source, this will affect not only the data itself but also all related models and aggregated information obtained from the data. This is specially aggravated when the data are protected using a privacy method (e. g. masking method), since modification in the data and the model can leak information originally protected by the privacy method. To be able to evaluate privacy related problems in data provenance we introduce the notion of integral privacy as compared to the well known definition of differential privacy. |
Ajuts: | Ministerio de Economía y Competitividad TIN2014-55243-P Agència de Gestió d'Ajuts Universitaris i de Recerca 2014/SGR-691 |
Nota: | El treball es va presentar a la International Conference on Cryptology and Network Security (15th : 2016 : Milan, Italy) |
Drets: | Tots els drets reservats. |
Llengua: | Anglès |
Col·lecció: | Lecture Notes in Computer Science book series (LNCS) ; 10052 |
Document: | Capítol de llibre ; recerca ; Versió acceptada per publicar |
Publicat a: | Cryptology and Network Security: 15th International Conference, CANS 2016, Milan, Italy, November 14-16, 2016, Proceedings, 2016, p. 661-669, ISBN 978-3-319-48965-0 |
Postprint 8 p, 1016.0 KB |