[HTML][HTML] A novel feature selection-driven ensemble learning approach for accurate botnet attack detection

MA Hossain, MS Islam - Alexandria Engineering Journal, 2025 - Elsevier
The rapid expansion of Internet of Things (IoT) networks has made securing devices against
botnet attacks a critical challenge. This research introduces a novel feature selection-driven …

[HTML][HTML] Towards superior android ransomware detection: An ensemble machine learning perspective

MA Hossain, T Hasan, F Ahmed, SH Cheragee… - Cyber Security and …, 2025 - Elsevier
Ransomware remains a pervasive threat to Android devices, with its ability to encrypt critical
data and demand ransoms causing significant disruptions to users and organizations alike …

Deep learning and ensemble methods for anomaly detection in ICS security

MA Hossain, T Hasan, V Karovic jr… - International Journal of …, 2024 - Springer
This research addresses the escalating threats to industrial control systems by introducing a
novel approach that combines deep learning for feature selection with a robust ensemble …

[PDF][PDF] Cyber Security and Applications

MA Hossain, T Hasan, F Ahmed, SH Cheragee… - researchgate.net
abstract Ransomware remains a pervasive threat to Android devices, with its ability to
encrypt critical data and demand ransoms causing significant disruptions to users and …