ToDo List

The Open GDA Score Project is only recently released, and we have a lot to do. Here is our todo list.

• Build in more anonymization methods
  • K-anonymity (in progress)
  • Uber’s Differential Privacy (in progress)
  • ARX Static Differential Privacy
  • Aggregated Geo-location
  • Other ad hoc mechanisms?
• Develop attacks
  • Averaging attack (Differential Privacy) (in progress)
  • Imperial College London attack (Diffix)
  • Attacks from the “Extended Diffix” paper
  • Others?
• Develop utility scores
  • Accuracy of counting rows
  • Accuracy of statistical operations (average, standard deviation, etc.)
  • Better coverage scores
  • Accuracy of various machine learning algorithms
  • Others?
• Improve GDA Score diagrams
  • Search and display by parameters
  • Compare different parameters side-by-side
  • Dashboard with more per-score detail