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

Table 6

Comparison between main antivirus software and MalDeep.

Antivirus software	Kingsoft	Qihoo-360	Microsoft	Ad-Aware	McAfee	MalDeep
Average accuracy	81.3%	91.2%	88.9%	86.3%	90.9%	92.5%