Botnet detection using graph-based feature clustering

Journal of Big Data

Table 5 Improvement of N _s using filtering

Dataset	Botnet detection without filtering		Botnet detection without filtering
Dataset	N _s	% of nodes to search	N _s	% of nodes to search
1	120	0.038	115	0.036
3	125	0.028	96	0.022
4	238	0.127	181	0.097
5	26	0.062	65	0.156
6	163	0.151	252	0.234
7	44	0.115	40	0.104
8	563	0.146	307	0.079
10	90	0.045	77	0.038
11	24	0.057	21	0.050
	1306	3.114	384	0.915
12	53	0.056	36	0.038
	60	0.063