Open access
Aug 2026
Optimizing Multiclass Android Malware Family Classification Using SMOTE-Tomek Links and XGBoost
The increasing sophistication of Android malware attacks has created significant challenges for accurate malware family classification, particularly under highly imbalanced data distributions where minority malware families are frequently misclassified. This study presents a robust multiclass Android malware family cla...
Ali Nur Ikhsan, Adam Prayogo Kuncoro, Debby Ummul Hidayah et al.
· Journal of Information Syste... · 0 citations