Private Edge Density Estimation for Random Graphs: Optimal, Efficient and Robust

Neural Information Processing Systems 

Privacy has nowadays become a major concern in large-scale data processing. Releasing seemingly harmless statistics of a dataset could unexpectedly leak sensitive information of individuals (see e.g.

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