Efficient Deep Learning Models for DGA Domain Detection

Table 4

Distribution of experimental dataset.

Class	DGA	Count
0	Non-DGA	603,387
1	Banjori	439,223
2	Tinba	66,789
3	Post	66,000
4	Ramnit	64,605
5	Qakbot	40,000
6	Necurs	32,768
7	Murofet	28,520
8	Shiotob/Urlzone/Bebloh	15,021
9	Simda	14,755
10	Ranbyus	13,200
11	Pykspa	10,019
12	Dyre	7,998
13	Kraken	7,878
14	Cryptolocker	6,000
15	Nymaim	6,000
16	Locky	4,014
17	Vawtrak	3,150
18	Shifu	2,331
19	Ramdo	2,000
20	P2P	2,000
DGA total	832,271
Total (non-DGA + DGA)	1,435,658