PSD'10 Proceedings of the 2010 international conference on Privacy in statistical databases
An investigation of model-based microdata masking for magnitude tabular data release
PSD'12 Proceedings of the 2012 international conference on Privacy in Statistical Databases
Designing multiple releases from the small and medium enterprises survey
PSD'12 Proceedings of the 2012 international conference on Privacy in Statistical Databases
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In this paper we define a proposal for an alternative data dissemination strategy of the Italian Household Expenditure Survey (HES). The proposal moves from partitioning the set of users in different groups homogeneous in terms of needs, type of statistical analyses and access to external information. Such a partition allows the release of different data products that are hierarchical in information content and that may be protected using different data disclosure limitation methods. A new masking procedure that combines Migroaggregation and Data Swapping is proposed to preserve sampling weights.