A Malicious Domain Detection Model Based on Improved Deep Learning

Table 1

54 DGA domain name datasets.

Label	DGA	Number
1	Abcbot	27
2	Antavmu	16
3	Bamital	104
4	Banjori	483084
5	Bigviktor	1000
6	Blackhole	2
7	Ccleaner	1
8	Chinad	1000
9	Conficker	498
10	Copperstealer	11
11	Cryptolocker	1000
12	Dircrypt	766
13	Dyre	1000
14	Emotet	496892
15	Enviserv	492
16	Feodo	263
17	Flubot	30000
18	Fobber	597
19	Gameover	12000
20	Gspy	100
21	Kfos	124
22	Locky	1158
23	Madmax	1
24	Matsnu	905
25	Mirai	1
26	Monerominer	0
27	Murifet	8560
28	Mydoom	10049
29	Necro	2708
30	Necurs	8188
31	Ngioweb	5275
32	Nymaim	480
33	Omexo	38
34	Padcrypt	168
35	Proslikefan	100
36	Pykspa	45670
37	Qadars	2000
38	Ramnit	20065
39	Ranbyus	11160
40	Rovnix	179993
41	Shifu	2545
42	Shiotob	8004
43	Simda	30289
44	Suppobox	2269
45	Symmi	4256
46	Tempedreve	193
47	Tinba	100653
48	Tinynuke	32
49	Tofsee	20
50	Tordwm	510
51	Vawtrak	842
52	Vidro	100
53	Virut	9748
54	Xshellghost	1