Evolutionary Structural Analysis of the Bitcoin Network

Abstract

We model the Bitcoin transaction graph in small time slices using several different models, including one of our own. In order to gauge the effectiveness of each model, we compare some of the attributes of the generated graphs, like diameter, clustering, etc. While our model captures some features of the Bitcoin graph, none of the models fully capture its… (More)

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