HYDRA: Proactive Android Malware Drift Adaptation via Hierarchical Graph Contrastive Learning

Han Chen, Hanchen Wang, Hongmei Chen +3

Concept drift, driven by the rapid evolution of Android malware, severely degrades the performance of machine learning detectors. Current adaptation strategies are often reactive,…