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TKDE
2002
64views more  TKDE 2002»
13 years 4 months ago
Practical Data-Oriented Microaggregation for Statistical Disclosure Control
Josep Domingo-Ferrer, Josep Maria Mateo-Sanz
EDBT
2008
ACM
146views Database» more  EDBT 2008»
14 years 4 months ago
Attribute selection in multivariate microaggregation
Microaggregation is one of the most employed microdata protection methods. The idea is to build clusters of at least k original records, and then replace them with the centroid of...
Javier Herranz, Jordi Nin, Vicenç Torra
JSS
2007
67views more  JSS 2007»
13 years 4 months ago
TFRP: An efficient microaggregation algorithm for statistical disclosure control
Recently, the issue of Statistic Disclosure Control (SDC) has attracted much attention. SDC is a very important part of data security dealing with the protection of databases. Micr...
Chin-Chen Chang, Yu-Chiang Li, Wen-Hung Huang
IJUFKS
2002
78views more  IJUFKS 2002»
13 years 4 months ago
On the Security of Microaggregation with Individual Ranking: Analytical Attacks
Microaggregation is a statistical disclosure control technique. Raw microdata (i.e. individual records) are grouped into small aggregates prior to publication. With fixed-size grou...
Josep Domingo-Ferrer, Josep Maria Mateo-Sanz, Anna...
TDP
2008
96views more  TDP 2008»
13 years 4 months ago
Constrained Microaggregation: Adding Constraints for Data Editing
Privacy preserving data mining and statistical disclosure control have introduced several methods for data perturbation that can be used for ensuring the privacy of data respondent...
Vicenç Torra