MalDeep: A Deep Learning Classification Framework against Malware Variants Based on Texture Visualization

Table 1

Family of two malicious samples.

antivirus software	family of MD5-532	family of MD5-2da
Ad-Aware	Backdoor.Regin.C	Backdoor.Regin.C
AegisLab	Troj.W32.Regin.gen!c	Troj.W32.Regin!c
AhnLab-V3	Trojan/Win32.Regin.C302029	Trojan/Win32.Regin.C302029
ALYac	Trojan.Regin	Backdoor.Regin.C
Antiy-AVL	Trojan/Win32.Unknown	Trojan/Win32.Unknown
Arcabit	Backdoor.Regin.C	Backdoor.Regin.C
Avast	Win32:Regin-A [Rtk]	Win32:Regin-A [Rtk]
Kaspersky	Trojan ( 004b14761 )	Trojan ( 0040f9a61 )
Kingsoft	HEUR:Trojan.Win32.Regin.gen	HEUR:Trojan.Win32.Regin.gen
MAX	Backdoor.Agent.RE	Backdoor.Agent.RE