Research Article

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

Table 1

Data statistics, where the positive and negative percentages imply the proportions of the malicious streams and the benign streams, respectively.

Size (# of instances)1,978

Positive  :  Negative (%)50.0  :  50.0

Length (dimension)1,000