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» Assessing global disclosure risk in masked microdata
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WPES
2004
ACM
14 years 4 months ago
Assessing global disclosure risk in masked microdata
In this paper, we introduce a general framework for microdata and three disclosure risk measures (minimal, maximal and weighted). We classify the attributes from a given microdata...
Traian Marius Truta, Farshad Fotouhi, Daniel C. Ba...
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...
PSD
2004
Springer
126views Database» more  PSD 2004»
14 years 4 months ago
Outlier Protection in Continuous Microdata Masking
Abstract. Masking methods protect data sets against disclosure by perturbing the original values before publication. Masking causes some information loss (masked data are not exact...
Josep Maria Mateo-Sanz, Francesc Sebé, Jose...
TDP
2008
111views more  TDP 2008»
13 years 11 months ago
Statistical Disclosure Control for Microdata Using the R-Package sdcMicro
The demand for high quality microdata for analytical purposes has grown rapidly among researchers and the public over the last few years. In order to respect existing laws on data ...
Matthias Templ
EDBTW
2010
Springer
14 years 6 months ago
Expressing privacy metrics as one-symbol information
Organizations often need to release microdata without revealing sensitive information. To this scope, data are anonymized and, to assess the quality of the process, various privac...
Michele Bezzi