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KRISHNA KOMARAM

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#graph neural networks Oct 2026

TrustGuard-VehNet: An ensemble deep learning framework for trust modelling and malicious node detection in vehicular networks

Vehicular ad hoc networks (VANETs) require reliable trust assessment and attack detection to protect safety-critical communication under rapid topology changes. This paper presents TrustGuard-VehNet, an ensemble deep-learning framework that combines a one-dimensional convolutional neural network for short-window behavi...

KRISHNA KOMARAM, Nagarjuna Karyemsetty · 0 citations

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