35 citations · 148 across the 31 of their papers we have counts for
Showing 2018Show all
2 papers · 1 filter
cs.DS2018★ 13 cited
Graph-based Clustering under Differential Privacy
Rafael Pinot, Anne Morvan, Florian Yger +2
In this paper, we present the first differentially private clustering method for arbitrary-shaped node clusters in a graph. This algorithm takes as input only an approximate Minimu…
cs.CR2018★ 2 cited
Minimum spanning tree release under differential privacy constraints
Rafael Pinot
We investigate the problem of nodes clustering under privacy constraints when representing a dataset as a graph. Our contribution is threefold. First we formally define the concept…