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» Disclosure Risk Measures for Microdata
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SSDBM
2002
IEEE
100views Database» more  SSDBM 2002»
13 years 10 months ago
Information-Theoretic Disclosure Risk Measures in Statistical Disclosure Control of Tabular Data
Statistical database protection is a part of information security which tries to prevent published statistical information (tables, individual records) from disclosing the contrib...
Josep Domingo-Ferrer, Anna Oganian, Vicenç ...
EDBT
2009
ACM
136views Database» more  EDBT 2009»
13 years 12 months ago
On the comparison of microdata disclosure control algorithms
Privacy models such as k-anonymity and -diversity typically offer an aggregate or scalar notion of the privacy property that holds collectively on the entire anonymized data set....
Rinku Dewri, Indrajit Ray, Indrakshi Ray, Darrell ...
PSD
2010
Springer
153views Database» more  PSD 2010»
13 years 3 months ago
Measurement Error and Statistical Disclosure Control
Statistical agencies release microdata to researchers after applying statistical disclosure control (SDC) methods. Noise addition is a perturbative SDC method which is carried out...
Natalie Shlomo
AUSAI
2008
Springer
13 years 7 months ago
L-Diversity Based Dynamic Update for Large Time-Evolving Microdata
Data anonymization techniques based on enhanced privacy principles have been the focus of intense research in the last few years. All existing methods achieving privacy principles ...
Xiaoxun Sun, Hua Wang, Jiuyong Li
PSD
2010
Springer
131views Database» more  PSD 2010»
13 years 3 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