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Towards a Differential Privacy Theory for Edge-Labeled Directed Graphs
Increasingly, more and more information is represented as graphs such as social network data, financial transactions and semantic assertions in Semantic Web context. Mining such data about people for useful insights has enormous social and commercial benefits. However, the privacy of the individuals in datasets is a major ...