Network Threat Detection Based on Group CNN for Privacy Protection

Table 3

Accuracy of group CNN and basic 1D CNN.

(a) Accuracy of basic 1D CNN

Datasets	Accuracy
	5%	10%	15%	20%	25%	30%	100%
KDD99	0.9605	0.9566	0.9599	0.9627	0.9667	0.9548	0.8788
CICMalDroid2020-139	0.7760	0.7854	0.7721	0.7587	0.7733	0.7724	0.7094
CICMalDroid2020-470	0.6783	0.7065	0.6808	0.6320	0.6127	0.6246	0.7171

(b) Accuracy of group CNN

Datasets	Accuracy
	5%	10%	15%	20%	25%	30%	100%
KDD99	0.9612	0.9717	0.9724	0.9764	0.9696	0.9692	0.8788
CICMalDroid2020-139	0.7681	0.7988	0.8091	0.7945	0.7967	0.7891	0.7094
CICMalDroid2020-470	0.8111	0.8058	0.7937	0.8108	0.7985	0.7983	0.7171