Smart Approach for Botnet Detection Based on Network Traffic Analysis

Table 5

Effectiveness comparison with other detection methods.

	BPNN (%)	GA (%)	GNN (%)	The proposed method (%)
Detection rate	90.3	93.4	95.7	97.5
False negative	9.7	6.6	4.3	2.1