MORPH: Towards Automated Concept Drift Adaptation for Malware Detection

Md Tanvirul Alam, Romy Fieblinger, Ashim Mahara +1

Concept drift is a significant challenge for malware detection, as the performance of trained machine learning models degrades over time, rendering them impractical. While prior re…