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ARX 3.4.0

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@prasser prasser released this 11 May 09:36
· 1302 commits to master since this release

New features

  • Core: Implement sane method for analyzing classification accuracy
  • Core: Implement methods for analyzing the distribution of re-identification risks
  • Core: Implement new privacy model: estimated k-map
  • Core: Implement generalization/suppression factor for AECS quality model
  • Core: Implement generalization/suppression factor for Non-Uniform Entropy quality model
  • GUI: Implement view for analyzing precision and recall of a statistical classifier
  • GUI: Implement method for top/bottom coding
  • GUI: Implement views for analyzing the distribution of re-identification risks

Enhancements

  • Core: Make suppression string a constant
  • Core: Improve implementation of entropy-l-diversity
  • GUI: Improve views for analyzing classification accuracy
  • GUI: Show whether the currect solution is a global optimum
  • GUI: Automatically add transformations of interest to the clipboard
  • GUI: Use MySQL connector licensed with Oracle FOSS license
  • Tests: Redesign path structure for loading data
  • Tests: Add test cases for anonymization with data subsets
  • Tests: Add test cases for risk-based anonymization
  • Tests: Add test cases for local recoding

Bugfixes

  • Core: Do not use suppressed records when estimating risks
  • Core: Fix resource leak when loading data
  • GUI: Handle differential privacy correctly
  • GUI: Fix error when reading/writing projects with empty hierarchies
  • GUI: Correctly show tooltips
  • GUI: Allow using quasi-identifiers with no hierarchy assigned
  • GUI: Fix errors with backwards compatibility
  • Tests: Make differential privacy deterministic