An Efficient Convolutional Neural Network with Transfer Learning for Malware Classification

Table 2

Sample count in each malware.

Malware family	Numbers	Malware type
Adialer.C	123	Dialer
Agent.FYI	117	Backdoor
Allaple.A	2950	Worm
Allaple.L	1592	Worm
Alueron.gen!J	199	Trojan
Autorun.K	107	Worm AutoIT
C2LOP.gen!g	201	Trojan
C2LOP.p	147	Trojan
Dialplatform.B	178	Dialer
Donoto.A	163	Trojan downloader
Fakerean	382	Rouge
Instaccess	432	Dialer
Lolyada.AA1	214	PWS
Lolyada.AA2	185	PWS
Lolyada.AA3	124	PWS
Lolyada.AT	160	PWS
Malex.gen!J	137	Trojan
Obfuscator.AD	143	Trojan downloader
RBot!gen	159	Backdoor
Skintrim.N	81	Trojan
Swizzor.gen!E	129	Trojan downloader
Swizzor.gen!I	133	Trojan downloader
VB.AT	409	Worm
Wintrim.BX	98	Trojan download
Yuren.A	801	Worm