Improving Robustness of Malware Classifiers using Adversarial Strings Generated from Perturbed Latent Representations

Marek Galovic, Branislav Bosansky, Viliam Lisy

In malware behavioral analysis, the list of accessed and created files very often indicates whether the examined file is malicious or benign. However, malware authors are trying to…