2025
ABIDS-VEM: leveraging an equilibrium optimizer and data ramification in association with ensemble learning for anomaly-based intrusion detection system.
J. Supercomput., May, 2025

PPFL-DCS: Privacy-Preserving Federated Learning Using Neural Transformer and Leveraging Dynamic Client Selection to Accommodate Data Diversity.
IEEE Access, 2025

2024
A federated learning approach to network intrusion detection using residual networks in industrial IoT networks.
J. Supercomput., September, 2024

Leveraging Gametic Heredity in Oversampling Techniques to Handle Class Imbalance for Efficient Cyberthreat Detection in IIoT.
IEEE Trans. Consumer Electron., February, 2024