convnet-malware-classification

This repository contains some of the code used for the publications:

  1. Kolosnjaji, B., Zarras, A., Webster, G., & Eckert, C. (2016, December). Deep learning for classification of malware system call sequences. In Australasian Joint Conference on Artificial Intelligence (pp. 137-149). Springer, Cham.
  2. Kolosnjaji, B., Eraisha, G., Webster, G., Zarras, A., & Eckert, C. (2017, May). Empowering convolutional networks for malware classification and analysis. In Neural Networks (IJCNN), 2017 International Joint Conference on (pp. 3838-3845). IEEE.