Designing Robust Deep Learning Classifiers for Image-based Malware Analysis

Deep Learning models demonstrated high accuracies performance in malware classification, but they are still lacking "explainability" to ensure robustness and reliability in the generated prediction. In this short contribution, we summarize the researches that we conducted in the latest years in the Malware Analysis field.