Detecting Concept Drift in Evolving Malware Families Using Rule-Based Classifier Representations

Tomáš Kalný, Martin Jureček, Mark Stamp

This work proposes a structural approach to concept drift detection in malware classification using decision tree rulesets. Classifiers are trained across temporal windows on the E…