Combating Concept Drift with Explanatory Detection and Adaptation for Android Malware Classification

Yiling He, Junchi Lei, Zhan Qin +2

Machine learning-based Android malware classifiers achieve high accuracy in stationary environments but struggle with concept drift. The rapid evolution of malware, especially with…