Author

M. O. Ighofiomoni

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Conference Open access 2026

Cross Project Software Defect Prediction Using Machine Learning with Optimized Feature Selection

This study proposes an integrated CPDP framework that combines Particle Swarm Optimization with Domain Knowledge (PSO+DK) for feature selection and Adaptive Synthetic Sampling (ADASYN) for class imbalance handling that enhanced the discriminative power of the models.

E. Obot, Victor Anaga, Sadiq Thomas et al. · E3S Web of Conferences · 0 citations

Conference Open access 2026

Machine Learning-Based Detection of DDoS Attacks on Advanced Metering Infrastructure Networks in Smart Grid

A comprehensive evaluation of deep learning architectures for DDoS attack detection in AMI environments, focusing on Convolutional Neural Network, CNN-Long Short-Term Memory (CNN-LSTM), and CNN-Gated Recurrent Unit (CNN-GRU) hybrid approaches.

S. Bassey, P. Asuquo, Victor Anaga et al. · E3S Web of Conferences · 0 citations

Conference Open access 2026

Enhanced Intrusion Detection in IoT Networks using Federated Learning

The results show a success in implementing a real time, scalable, privacy-preserving, and adaptive IDS in large-scale IoT deployments through intelligent workload distribution between edge and cloud layers.

Chidera Winifred John, Eduediuyai Ekerete Dan, P. Asuquo et al. · E3S Web of Conferences · 0 citations