Author

Emediong Bassey Obot

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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

Smart Contract-Based Automated Response System for IoT Attacks in Web3 Ecosystems

Experimental evaluation demonstrates up to 95% detection accuracy, a 50% reduction in response latency, and scalability to over 100,000 IoT devices without performance degradation, highlighting the suitability of SC-ARS for deployment in smart cities, industrial IoT, and decentralized critical infrastructures where tru...

S. Bassey, B. Stephen, Emediong Bassey Obot et al. · E3S Web of Conferences · 0 citations