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Integral privacy
Torra i Reventós, Vicenç (Högskolan i Skövde. School of Informatics)
Navarro-Arribas, Guillermo (Universitat Autònoma de Barcelona. Departament d'Enginyeria de la Informació i de les Comunicacions)

Data: 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.
Nota: El treball es va presentar a la International Conference on Cryptology and Network Security (15th : 2016 : Milan, Italy)
Nota: Número d'acord de subvenció MINECO/TIN2014-55243-P
Nota: Número d'acord de subvenció AGAUR/2014/SGR-691
Drets: Tots els drets reservats
Llengua: Anglès
Document: article ; recerca ; acceptedVersion
Publicat a: Lecture notes in computer science, Vol. 10052 (2016) , ISSN 0302-9743

DOI: 10.1007/978-3-319-48965-0_44


Disponible a partir de: 2017-12-31
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Documents de recerca > Documents dels grups de recerca de la UAB > Centres i grups de recerca (producció científica) > Enginyeries > Security of Networks and Distributed Applications (SENDA)
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 Registre creat el 2016-11-16, darrera modificació el 2017-10-13



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