⌘ Computing
Private counting with a measurable error budget
How accurately can a differentially private counter estimate a population count?
Warm-upWarm-up. The answer is already known and machine-checkable.
Success means
Specify adjacent datasets and prove ε=1 pure differential privacy; report error quantiles on a frozen synthetic benchmark and check the mechanism against the proof.
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