Network Intrusion Detection with Threat Agent Profiling

Table 3

Sensitivity of outliers’ identification: different methods.

Method	R package	Percentage (%)
DBSCAN	fpc [23]	80.92
ICS	ICSOtulier [24]	84.39
LOF	DMwR2 [25]	85.55

Notes. Percentage is a concordance rate of particular method presented with respect to the percentile method we use.