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UnbiasedPrivacy

Package that takes (almost) any function and returns a quantity of interest that is differentially private.

functions.R functions required to run the algorithm.

utils.R helper functions that calculate various quantities of interest or help with simulations.

Meg's To-Do List

  • Clean up code: some legacy code has inconsistent variable names across functions, we will fix this

Items to note

  • The random number generation is not currently differentially private
  • The branching is a bit hacky right now
  • We don't currently have robust error handling because we were testing a bunch of edge cases
  • The one-sided vs. two-sided solver runs into small float issues that we should fix
  • There is currently no testing for the functions
  • We would like to add functionality so users can create their own functions and have some rules that must be followed to make sure the functions are allowable

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