SORTaki : A Framework to Integrate Sorting with Differential Private Histogramming Algorithms

Differential privacy has been established as the primary framework for privacy preserving data-sharing. In the context of query answering through histograms, most of the datadependent solutions are composed of two steps: a partitioning phase that splits the histogram into bins and a finalizing step that approximates each bin with its average frequency or… CONTINUE READING