Differential Privacy and Survey Sampling

Daniel Bernard Bonnéry, Julien Jamme

The Horvitz-Thompson estimate of a total can be seen as as differentially private mechanism applied to this population total. We provide forumlae to compute the $\epsilon$ and $\delta$ paramet…