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k-anonymous microaggregation with preservation of statistical dependence

Autor
Rebollo-Monedero, D.; Forne, J.; Soriano, M.; Puiggalí, J.
Tipus d'activitat
Article en revista
Revista
Information sciences
Data de publicació
2016-05-10
Volum
342
Pàgina inicial
1
Pàgina final
23
DOI
https://doi.org/10.1016/j.ins.2016.01.012 Obrir en finestra nova
Projecte finançador
INcident monitoRing In Smart COmmunities (INRISCO). QoS and Privacy. National Spanish project TEC2014-54335-C4-1-R
Repositori
http://hdl.handle.net/2117/92693 Obrir en finestra nova
URL
http://www.sciencedirect.com/science/article/pii/S0020025516000141 Obrir en finestra nova
Resum
¿-Anonymous microaggregation emerges as an essential building block in statistical disclosure control, a field concerning the postprocessing of the demographic portion of surveys containing sensitive information, in order to safeguard the anonymity of the respondents. Traditionally, this form of microaggregation has been formulated to characterize both the privacy attained and the inherent information loss due to the aggregation of quasi-identifiers, which may otherwise be exploited to reident...
Citació
Rebollo-Monedero, D., Forne, J., Soriano, M. k-anonymous microaggregation with preservation of statistical dependence. "Information sciences", 10 Maig 2016, vol. 342, p. 1-23.
Paraules clau
¿-anonymity, Microaggregation, Statistical Disclosure Control, Statistical Dependence, Predictability
Grup de recerca
ISG - Grup de Seguretat de la Informació

Participants