Benchmarking Private Population Data Release Mechanisms: Synthetic Data vs. TopDown

Aadyaa Maddi, Swadhin Routray, Alexander Goldberg +1

Differential privacy (DP) is increasingly used to protect the release of hierarchical, tabular population data, such as census data. A common approach for implementing DP in this s…