Research Article

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

Table 3

Performance indices of malware detection.

IndicesDescription

TPof samples correctly classified as malicious
TNof samples correctly classified as benign
FPof samples mistakenly classified as malicious
FNof samples mistakenly classified as benign
TP rate (TPR)TP/(TP + FP)
FP rate (FPR)TP/(TN + FP)
Accuracy (ACY)(TP + TN)/(TP + TN + FP + FN)