Identifying anomalies in computer networks is a challenging and complex problem.Often, anomalies occur in extremely local areas of the network. Locality is complex in this setting, since we have an underlying graph structure. To identify local anomalies, we introduce a scan statistic for data extracted from the edges of a graph over time.[24] J.I. Naus. Approximations for distributions of scan statistics.
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