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Author

K. Pradeep

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Open access Sep 2026

Robust adaptive multi-strategy routing in heterogeneous VANETs amidst dynamic adversarial conditions

Vehicular Ad-hoc Networks (VANETs) is a very basic form of Intelligent Transportation Systems (ITS), which enables the information exchange in real time among heterogeneous entities that includes vehicles, roadside units (RSUs), basic pedestrians, and also emergency vehicles. However, the open wireless medium, high nod...

M. Shilpa, V. Shilpa, P. Karthik et al. · 0 citations
Open access Aug 2026

A hybrid deep reinforcement learning framework for proactive cloud network intrusion detection using spatiotemporal feature learning

ShieldDRLNet is a hybrid deep reinforcement learning framework for proactive cloud-network intrusion detection that employs a convolutional neural network and a long short-term memory encoder to obtain a spatiotemporal traffic representation and uses a Double Deep Q-Network agent for adaptive sequential decision-making...

S. Venkatramulu, Anitha Patil, K. Pradeep et al. · 0 citations

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