Author

S. S. Santhosh Kumar

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#federated learning Open access Sep 2026

Fed fusion-IDS: a privacy-preserving federated intrusion detection system with multi-objective feature optimization and explainable deep learning

FedFusion-IDS is a new privacy-preserving federated framework for intrusion detection based on federated learning, multi-objective feature selection with NSGA-II and SHAP second-level filter, hybrid deep learning architecture with CNN, BiLSTM, and Attention mechanisms, explainability through SHAP and LIME, and zero-day...

S.SaiKishore Reddy, S. S. Santhosh Kumar · Scientific Reports · 0 citations

Jul 2026

Driver Drowsiness Detection Based System and Alert System Using Deep Learning Models

This paper introduces a non-intrusive, real-time Driver Drowsiness Detection and Alert System utilizing computer vision and lightweight deep learning models, providing an affordable, robust solution to enhance smart vehicular safety.

P. Priya, S. S. Santhosh Kumar · International Scientific Jou... · 0 citations