Confidence-Ranked Reconstruction of Census Microdata from Published Statistics

Travis Dick, Cynthia Dwork, Michael Kearns +4

A reconstruction attack on a private dataset $D$ takes as input some publicly accessible information about the dataset and produces a list of candidate elements of $D$. We introduc…