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More hybrid and secure protection of statistical data sets

Autor
Herranz, J.; Nin, J.; Sole, M.
Tipus d'activitat
Article en revista
Revista
IEEE transactions on dependable and secure computing
Data de publicació
2012-09
Volum
9
Número
5
Pàgina inicial
727
Pàgina final
740
DOI
https://doi.org/10.1109/TDSC.2012.40 Obrir en finestra nova
Repositori
http://hdl.handle.net/2117/17412 Obrir en finestra nova
URL
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6189360 Obrir en finestra nova
Resum
Different methods and paradigms to protect data sets containing sensitive statistical information have been proposed and studied. The idea is to publish a perturbed version of the data set that does not leak confidential information, but that still allows users to obtain meaningful statistical values about the original data. The two main paradigms for data set protection are the classical one and the synthetic one. Recently, the possibility of combining the two paradigms, leading to a hybrid par...
Citació
Herranz, J.; Nin, J.; Sole, M. More hybrid and secure protection of statistical data sets. "IEEE transactions on dependable and secure computing", Setembre 2012, vol. 9, núm. 5, p. 727-740.
Paraules clau
Statistical data sets protection, hybrid methods, interval disclosure risk, synthetic methods
Grup de recerca
CAP - Grup de Computació d'Altes Prestacions
MAK - Matemàtica Aplicada a la Criptografia

Participants