Research Article

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

Table 2

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

RTT datasetChain lengthStandard derivation

Dataset-12678238.35
Dataset-23760574.99
Dataset-34758813.90