Monday, August 27, 2007. Of how to anonymize private data in order to allow publishing of anonymized data, but network data brings additional challenges. More formally, model the network as a simple graph G. Even publishing solely the nodes and edges of G, without any identifying information, may still reveal information, since a node of sufficiently high degree may be uniquely identifying. In some recent work, Dwork et al. Or a more graph theoretic approach.

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