Releases: arx-deidentifier/arx
Releases · arx-deidentifier/arx
ARX 3.9.1
New Features
- Core: Add priority-based hierarchy builder
- GUI: Add priority-based hierarchy wizard
Enhancements
- GUI: Improve settings dialog
- GUI: Improve value editing with knobs
- API: Add further examples
Bugfixes
- Core: Fix threading issues with data types
- Core: Fix bug with heuristic search threshold
- Core: Various minor bugfixes
- GUI: Fix bugs in hierarchy generation
- GUI: Fix issue with hirarchy import
- GUI: Fix DPI scaling issues
- GUI: Fix bug in import dialog for high-dimensional data
- GUI: Various minor bugfixes
ARX 3.9.0
New Features
- Core: Add top-down anonymization algorithm
- Core: Add genetic anonymization algorithm
- Core: New set function for microaggregation
- Core: Add convenience functions, e.g. for applying specific transformations
Enhancements
- GUI: Update all SWT dependencies
- Core: Update various other dependencies
- Dev: Make ARX compatible to Java 8
Bugfixes
- GUI: Fix application on MacOS
- Core: Fix CSV import
- Various minor bugfixes
ARX 3.8.0
New Features
- Core: Added method to support optimizing output data regarding data quality models when using Differential Privacy
- Core: Included a reliable computing framework to prevent numeric instabilities when implementing some privacy models
- Core: Added new methods to evaluate the performance of privacy-preserving prediction models
- Core: Made the handling of suppressed values in input and output data more consistent
- GUI: Added new views for visually analyzing the performance of privacy-preserving prediction models
Enhancements
- Core: Improved core data structures to enable handling of data of higher dimensionality
- GUI: Improved SWT components and data structures to enable handling of data of higher dimensionality
- GUI: Improved some views and plots
- Dev: Added experimental support for building ARX with Maven
Bugfixes
- Various minor bugfixes
ARX 3.8.0 Alpha
Due to the length of the current development cycle (almost one year), we decided to pre-release an alpha version of ARX 3.8.0 for further testing.
New Features
- Core: Added method to support optimizing output data regarding data quality models when using Differential Privacy
- Core: Included a reliable computing framework to prevent numeric instabilities when implementing some privacy models
- Core: Added new methods to evaluate the performance of privacy-preserving prediction models
- Core: Made the handling of suppressed values in input and output data more consistent
- GUI: Added new views for visually analyzing the performance of privacy-preserving prediction models
Enhancements
- Core: Improved core data structures to enable handling of data of higher dimensionality
- GUI: Improved SWT components and data structures to enable handling of data of higher dimensionality
- GUI: Improved some views and plots
- Dev: Added experimental support for building ARX with Maven
Bugfixes
- Various minor bugfixes
ARX 3.7.1
ARX 3.7.0
New Features
- Core: Added method for clustering-based microaggregation
- Core: Added method specifying for functional transformation rules for dates
- Core: Added methods for risk assessment using wildcard matching
- Core: Added methods for applying local data transformation schemes
- Core: Added new types of privacy-preserving classification models
- Core: Added new methods for analyzing the accuracy of privacy-preserving classification models
- Core: New method for optimizing output data to improve the accuracy of privacy-preserving classification models
- Core: New methods supporting the quantitative analysis of the quality of output data
- GUI: Added wizard for creating transformation rules for dates
- GUI: Added dialog for local data transformation, cell suppression and microaggregation
- GUI: Added new views for visualizing accuracy estimates of classification models
- GUI: New view for quantitative analyses of data quality
Enhancements
- Core: Improved performance of t-closeness for ordered attributes
- Core: Reduced memory consumption
- GUI: Improved control over asynchronous analyses
- GUI: Improved execution time estimates for long-running tasks
- Various minor improvements
Bugfixes
- Various minor bugfixes
ARX 3.6.0
New features
- Core: Implement hierarchy builder for dates
- Core: Implement new privacy models (basic and enhanced beta-likeness)
- Core: Implement method for generating reports
- GUI: Implement dialog for building hierarchies for dates
Enhancements
- GUI: Add locale to data types
- GUI: Improve performance of preview
- GUI: Show attribute types when displaying features and classes
- Core: Implement additional method for optimizing output data
- Core: Extend summary statistics
- Core: Add f-score to classification analysis
- Various minor improvements
Bugfixes
- Core: Fix domain share for interval-based transformations
- GUI: Fix memory and resource leaks
- GUI: Fix row height of table
- Various minor bugfixes
ARX 3.5.1
ARX 3.5.0
New features
- Core: Implement new method for considering the impact of microaggregation on data quality
- Core: Implement game-theoretic approach for optimizing the profitability of publishing de-identified data based on cost/benefit analyses
- Core: Implement record-level entropy-based model for measuring information loss
- Core: Implement corrected Grassberger estimator for entropy-l-diversity
- Core: Implement t-closeness for numeric attributes
- Core: Implement alpha-distinction and beta-separation for detecting quasi-identifiers
Enhancements
- GUI: Improve synchronization of tables
- Various minor improvements
Bugfixes
- GUI: Make calculations of risks deterministic to prevent inconsistencies
- GUI: Fix import from relational databases
- Core: Fix import from relational databases
- Various minor bugfixes