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Statistical disclosure

Microaggregation sorting framework for k-anonymity statistical disclosure control in cloud computing

Microaggregation sorting framework for k-anonymity statistical disclosure control in cloud computing

... In recent years, the phenomenal technological developments in information technology have led to an increase in the capability to store and record personal data (microdata) of individuals in the cloud. This has led to ...

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Statistical Disclosure Control for Data Privacy Preservation

Statistical Disclosure Control for Data Privacy Preservation

... issues. Statistical Disclosure Control (SDC) is often applied to statistical databases for preserving the privacy of individual ...efficient Statistical Disclosure Control perturbative ...

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Multiple imputation: an alternative to top coding for statistical disclosure control

Multiple imputation: an alternative to top coding for statistical disclosure control

... Statistical disclosure control (SDC) is a class of procedures that deliberately alter data that are collected by statistical agencies before release to the public, to prevent the identity of sur- vey ...

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Protection of micro data subject to edit constraints against statistical disclosure

Protection of micro data subject to edit constraints against statistical disclosure

... releasing statistical outputs, data suppliers have to assess if the privacy of the statistical units is endangered and apply Statistical Disclosure Control (SDC) methods if ...manages ...

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Preserving edits when perturbing microdata for statistical disclosure control

Preserving edits when perturbing microdata for statistical disclosure control

... of statistical disclosure control (SDC) is to prevent sensitive information about individual respondents from being ...by Statistical Agencies. The information released by Statistical Agencies ...

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Challenges for statistical disclosure control in a world with big data and open data

Challenges for statistical disclosure control in a world with big data and open data

... National statistical institutes (NSIs) produce tables and microdata files; these data are typically checked for unwanted disclosure of data of individual persons and ...for statistical ...

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Systematic clustering-based microaggregation for statistical disclosure control

Systematic clustering-based microaggregation for statistical disclosure control

... in statistical databases has recently become a major societal ...for Statistical Disclosure Control (SDC) is a family of methods to protect microdata from individual ...

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Statistical disclosure control methods for census frequency tables

Statistical disclosure control methods for census frequency tables

... common statistical disclosure control (SDC) methods implemented at Statistical Agencies for standard tabular outputs containing whole population counts from a Census (either enumerated or based on a ...

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K−means clustering microaggregation for statistical disclosure control

K−means clustering microaggregation for statistical disclosure control

... Microaggregation is a family of Statistical Disclosure Control (SDC) methods for protecting microdata sets that have been extensively studied recently [1, 2, 7, 9]. The basic idea of microaggregation is to ...

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Novel iterative min-max clustering to minimize information loss in statistical disclosure control

Novel iterative min-max clustering to minimize information loss in statistical disclosure control

... Abstract. In recent years, there has been an alarming increase of online identity theft and attacks using personally identifiable information. The goal of privacy preservation is to de-associate individuals from sensitive ...

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Pre processing optimisation applied to the classical integer programming model for statistical disclosure control

Pre processing optimisation applied to the classical integer programming model for statistical disclosure control

... Abstract. A pre-processing optimisation is proposed that can be ap- plied to the integer and mixed integer linear programming models that are used to solve the cell suppression problem in statistical ...

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New multi-dimensional sorting based k-anonymity microaggregation for statistical disclosure control

New multi-dimensional sorting based k-anonymity microaggregation for statistical disclosure control

... in statistical databases has re- cently become a major societal concern and has been intensively studied in recent ...for Statistical Disclosure Control (SDC) is a family of methods to protect ...

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Distribution Preserving Statistical Disclosure Limitation

Distribution Preserving Statistical Disclosure Limitation

... in statistical databases that permits valid inferences about the population of ...of statistical disclosure ...standard statistical methods and ...

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Statistical disclosure control in a research environment

Statistical disclosure control in a research environment

... Statistical disclosure control (SDC) in a research environment poses particular ...from disclosure, or that microdatasets are sufficiently ...

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A genetic approach to statistical disclosure control

A genetic approach to statistical disclosure control

... non-hierarchical statistical tables with up to 209,300 cells and three-dimensional hierarchical sta- tistical tables with up to 142,200 cells using the CLP mathematical solver from the open source COIN-OR ...in ...

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Principles  versus rules based output statistical disclosure control in remote access environments

Principles versus rules based output statistical disclosure control in remote access environments

... European Statistical System outputs; Eurostat, 2014), but as the principles-based approach is the generalisation of the rules-based approach, facility managers would do well to consider ...

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Statistical Disclosure Control using Post Randomisation: Variants and Measures for Disclosure Risk

Statistical Disclosure Control using Post Randomisation: Variants and Measures for Disclosure Risk

... for disclosure risk introduced in Skinner and Elliot (2002) can be extended to the situation where PRAM is applied before data are released by the statistical ...a disclosure control method such as ...

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Systematic clustering-based microaggregation for statistical disclosure control

Systematic clustering-based microaggregation for statistical disclosure control

... NSS 2010 Organizers General Chairs Wanlei Zhou, Deakin University, Australia Ahmad-Reza, Sadeghi, Ruhr-University Bochum, Germany Program Chairs Yang Xiang, Deakin University, Australia [r] ...

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Access control management and privacy-preserving

Access control management and privacy-preserving

... 5. Kabir, M.E., Wang, H., and Yanchun, Z. (2010), “A Pairwise-Systematic Microaggregation for Statistical Disclosure Control”, Proceedings of 10th International Conference on Data Mining (ICDM 2010), ...

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Disclosure detection in research environments in practice

Disclosure detection in research environments in practice

... to statistical disclosure detection and control (SDDC) struggle to accommodate the infinite variety of outputs produced in research ...designing statistical disclosure control (SDC) rules for ...

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