Propose-Filter-Release: Scaling Noise to Typical Sensitivity via Private Filtering
A new private filtering mechanism improves differential privacy by scaling noise according to typical data sensitivity instead of worst-case outliers.
A new private filtering mechanism improves differential privacy by scaling noise according to typical data sensitivity instead of worst-case outliers.