A Malicious Domain Detection Model Based on Improved Deep Learning

Table 2

DGA domain name dataset selection of the experimental model.

Label	DGA	Number	Input dataset size (training set + validation set)	Test set
1	Banjori	483084	10000	20000
2	Emotet	496892	10000	20000
3	Flubot	30000	10000	20000
4	Gameover	12000	10000	2000
5	Mydoom	10049	10000	49
6	Pykspa	45670	10000	20000
7	Ramnit	20065	10000	10065
8	Ranbyus	11160	10000	1160
9	Rovnix	179993	10000	20000
10	Simda	30289	10000	20000
11	Tinba	100653	10000	20000