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Author

R. Deepa

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Aug 2026

Quantum-resilient secure key distribution and deep adaptive intelligence for hybrid IIoT-SDN network defense

A High-dimensional Variational Zero-Trust Hopfield Network integrated into the SDN control plane for secure and efficient IIoT communication and demonstrates that the proposed framework provides an efficient, scalable, and secure solution for IIoT-SDN networks under high-load conditions.

G. Senthil, S. Suganthi, R. Deepa · 0 citations
Conference Aug 2026

1D-CNN-Based Fault Diagnosis for Traction Motors Using Vibration and Current Signals

Accurate defect detection of traction motors is essential for preserving the performance and safety of electric cars and industrial gear. This research presents a onedimensional convolutional neural network (1D-CNN) architecture for the automated identification of faults using vibration and current information obtained...

M. Indhumathi, R. Deepa, M. Rubinabegam et al. · 0 citations

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