Research Article

Mining Network Traffic with the -Means Clustering Algorithm for Stepping-Stone Intrusion Detection

Table 3

The standard derivations outputted by the 3-mean clustering algorithm on the three RTT datasets collected from connection chains of lengths 2, 3, and 4, respectively.

RTT datasetChain lengthStandard derivation

Dataset-1268994.78
Dataset-235377.87
Dataset-346621.19