Research Article

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

Table 5

Experimental results of malware detection method against malware variants.

MethodTPR/%FPR/%ACY/%AUC

GIST83.912.882.30.826
GLCM90.310.886.60.850
MalDeep97.29.492.90.983