Hybrid Botnet Detection Based on Host and Network Analysis

Table 9

Botnet detection technique result.

Measurement	Host		Network		Both levels
	NB	DT	NB	DT	NB	DT
Precision	0.97	0.99	0.98	0.98	0.99	0.99
Recall	0.97	0.98	0.97	0.96	0.98	0.99
F-measure	0.96	0.98	0.97	0.97	0.98	0.99
False positive rate	0.04	0.03	0.04	0.04	0.05	0.01
Accuracy (%)	95.8	98.5	98.2	99.1	98.6	99.6