An adaptive mechanism for accurate query answering under differential privacy
An adaptive mechanism for accurate query answering under differential privacy
We propose a novel mechanism for answering sets of counting queries under differential privacy. Given a workload of counting queries, the mechanism automatically selects a different set of "strategy" queries to answer privately, using those answers to derive answers to the workload. The main algorithm proposed in this paper approximates …