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

Network Intrusion Detection Systems (NIDS) are vital for protecting cybersecurity infrastructures. The existing intrusion detection methodologies that rely on centralization do not offer privacy protection, cannot protect from zero-day attacks, and lack transparency needed to comply with modern cybersecurity policies...

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