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Revisiting distance-based record linkage for privacy-preserving release of statistical datasets

Autor
Herranz, J.; Nin, J.; Rodríguez, P.; Tassa, T.
Tipus d'activitat
Article en revista
Revista
Data and knowledge engineering
Data de publicació
2015-07-17
Volum
100
Número
A
Pàgina inicial
78
Pàgina final
93
DOI
https://doi.org/10.1016/j.datak.2015.07.009 Obrir en finestra nova
Repositori
http://hdl.handle.net/2117/85339 Obrir en finestra nova
URL
http://www.sciencedirect.com/science/article/pii/S0169023X15000543 Obrir en finestra nova
Resum
Statistical Disclosure Control (SDC, for short) studies the problem of privacy-preserving data publishing in cases where the data is expected to be used for statistical analysis. An original dataset T containing sensitive information is transformed into a sanitized version T' which is released to the public. Both utility and privacy aspects are very important in this setting. For utility, T' must allow data miners or statisticians to obtain similar results to those which would have been obtained...
Citació
Herranz, J., Nin, J., Rodríguez, P., Tassa, T. Revisiting distance-based record linkage for privacy-preserving release of statistical datasets. "Data and knowledge engineering", 17 Juliol 2015, vol. 100, núm. A, p. 78-93.
Paraules clau
distance-based record linkage, privacy measures, statistical disclosure control
Grup de recerca
CAP - Grup de Computació d'Altes Prestacions
MAK - Matemàtica Aplicada a la Criptografia

Participants

  • Herranz Sotoca, Javier  (autor)
  • Nin Guerrero, Jordi  (autor)
  • Rodríguez, Pablo  (autor)
  • Tassa, Tamir  (autor)

Arxius