UGSR uses hierarchical uncertainty sampling plus codebook retrieval to improve continual Android malware detection under class imbalance and concept drift.
Entropy-based sample selection for online contin- ual learning
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Uncertainty-Driven Hierarchical Sampling for Unbalanced Continual Malware Detection with Time-Series Update-Based Retrieval
UGSR uses hierarchical uncertainty sampling plus codebook retrieval to improve continual Android malware detection under class imbalance and concept drift.