Research Article

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

Table 2

Description of the dataset.

Malware family nameNumber of samplesMalware category

RAmnit1541Worm
Lollipop2478Adware
Kelihos_ver32942Backdoor
Vundo475Trojan
Simda42Backdoor
Tracur751TrojanDownloader
Kelihos_ver1398Backdoor
Obfuscator.ACY1228obfuscated malware
Gatak1013Backdoor