UGSR uses hierarchical uncertainty sampling plus codebook retrieval to improve continual Android malware detection under class imbalance and concept drift.
Continuous learning for Android malware detection
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
baseline 1
citation-polarity summary
fields
cs.CE 1years
2025 1verdicts
CONDITIONAL 1roles
baseline 1polarities
baseline 1representative citing papers
citing papers explorer
-
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.