Adversarial Deep Learning for Robust Detection of Binary Encoded Malware

Abdullah Al-Dujaili, Alex Huang, Erik Hemberg +1

Malware is constantly adapting in order to avoid detection. Model based malware detectors, such as SVM and neural networks, are vulnerable to so-called adversarial examples which a…