dataset1

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

Young-Seob Jeong, Jiyoung Woo, Ah Reum Kang

SCH Media Labs, Soonchunhyang University, Asan 31538, South Korea.

Correspondence should be addressed to Ah Reum Kang (armk at arkang.net)

1. Data

For academic purposes, we are happy to release our dataset.

Download down-sampled dataset (arff format): Download

Download original dataset (two csv files): Download

- Columns: [0] source_file_path, [1] Label(class), [2~end]: Bytes

2. Code

Implementation using Keras: Download

(For the copyright issue, this is a reproduced code)

Note that the variables X and Y should be prepared using the dataset above.

3. Contact

Young-Seob Jeong (bytecell at sch.ac.kr) or Ah Reum Kang (armk at arkang.net)