Malware Detection on Byte Streams of PDF Files Using Convolutional Neural Networks

Table 5

Training time of comparable methods.

Model	Time (seconds)
DT	0.69
NB	0.16
SVM	750.88
RF	1.56
Emb+Conv+Conv+Pool+FC	22.07
Conv+Conv+Pool+FC	21.12
Emb+Conv+Pool+FC	13.85
Emb+Conv+Conv+FC	31.52
Emb+Conv+Conv+Conv+Pool+FC	23.16