Privately Answering Queries on Skewed Data via Per Record Differential Privacy

Jeremy Seeman, William Sexton, David Pujol +1

We consider the problem of the private release of statistics (like aggregate payrolls) where it is critical to preserve the contribution made by a small number of outlying large en…