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Author

Naveen Kumar

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Open access Aug 2026

Real-Time AI and Deep Learning–Driven Data Analytics for Networked Cyber-Physical Systems Using Edge Sensor Hardware

A layered edge-intelligence system that combines temporal convolutional networks with lightweight transformer encoders to deliver real-time anomaly detection and predictive control on edge sensor hardware is introduced to enable latency-constrained deep analytics in safety-critical cyber-physical systems.

Devraj Gautam, Kamya Dhingra, Surender Kumar et al. · 0 citations
Review Open access Aug 2026

AI Driven Cyber Security Framework for Next Generation Optical Communication Networks

The study found that AI-based optical security needs to be approached not as an intrusion detection solution per se, but as a closed-loop, validating and standards-aligned cyber-physical system.

Pradyumn Warasee, Naveen Kumar · 0 citations

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