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» Disclosure Analysis and Control in Statistical Databases
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PSD
2010
Springer
131views Database» more  PSD 2010»
13 years 5 months ago
Data Swapping for Protecting Census Tables
The pre-tabular statistical disclosure control (SDC) method of data swapping is the preferred method for protecting Census tabular data in some National Statistical Institutes, in...
Natalie Shlomo, Caroline Tudor, Paul Groom
PSD
2004
Springer
77views Database» more  PSD 2004»
14 years 24 days ago
Fast Generation of Accurate Synthetic Microdata
Generation of a synthetic microdata set that reproduces the statistical properties of an original microdata set is a promising approach to statistical disclosure control (SDC) of m...
Josep Maria Mateo-Sanz, Antoni Martínez-Bal...
PSD
2004
Springer
132views Database» more  PSD 2004»
14 years 24 days ago
Computational Experiments with Minimum-Distance Controlled Perturbation Methods
Minimum-distance controlled perturbation is a recent family of methods for the protection of statistical tabular data. These methods are both efficient and versatile, since can dea...
Jordi Castro
EDBT
2008
ACM
111views Database» more  EDBT 2008»
14 years 7 months ago
Micro-aggregation-based heuristics for p-sensitive k-anonymity: one step beyond
Micro-data protection is a hot topic in the field of Statistical Disclosure Control (SDC), that has gained special interest after the disclosure of 658000 queries by the AOL searc...
Agusti Solanas, Francesc Sebé, Josep Doming...
EDBTW
2010
Springer
14 years 2 months ago
Quantile-based bootstrap methods to generate continuous synthetic data
To face the increasing demand from users, National Statistical Institutes (NSI) release different information products. The dissemination of this information should be performed ...
Daniela Ichim