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JSS
2007
67views more  JSS 2007»
13 years 11 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
TDP
2008
96views more  TDP 2008»
13 years 11 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
SSDBM
2003
IEEE
101views Database» more  SSDBM 2003»
14 years 4 months ago
Disclosure Risk Measures for Microdata
In this paper, we define several disclosure risk measures for microdata. We will analyze disclosure risk based on the disclosure control techniques applied to initial microdata. D...
Traian Marius Truta, Farshad Fotouhi, Daniel C. Ba...
NSPW
2006
ACM
14 years 5 months ago
Sanitization models and their limitations
This work explores issues of computational disclosure control. We examine assumptions in the foundations of traditional problem statements and abstract models. We offer a comprehe...
Rick Crawford, Matt Bishop, Bhume Bhumiratana, Lis...