Practical Data-Oriented Microaggregation for Statistical Disclosure Control
IEEE Transactions on Knowledge and Data Engineering
Robustification of Microdata Masking Methods and the Comparison with Existing Methods
PSD '08 Proceedings of the UNESCO Chair in data privacy international conference on Privacy in Statistical Databases
Robust Statistics Meets SDC: New Disclosure Risk Measures for Continuous Microdata Masking
PSD '08 Proceedings of the UNESCO Chair in data privacy international conference on Privacy in Statistical Databases
Statistical Disclosure Control for Microdata Using the R-Package sdcMicro
Transactions on Data Privacy
Software development for SDC in r
PSD'06 Proceedings of the 2006 CENEX-SDC project international conference on Privacy in Statistical Databases
Testing of IHSN c++ code and inclusion of new methods into sdcmicro
PSD'12 Proceedings of the 2012 international conference on Privacy in Statistical Databases
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The proposed graphical user interface (GUI) for microdata protection serves as an easy-to-handle tool for users who want to use the sdcMicro package for statistical disclosure control but are not familiar with the native R command line interface. In addition to that, interactions between objects that result from the anonymization process are provided within this GUI. This allows an automated recalculation and display of frequency counts, individual risk, information loss and data utility after each anonymization step. Furthermore, the code of every anonymization step carried out within the GUI is saved in a script, which can easily be modified and re-used. The tool is open-source and can be downloaded for all platforms from the comprehensive R archive network (CRAN). A detailed description of the design of this GUI is given, which allows researchers and users to enhance or modify the tool.