Oct 2026
The Internet of Vehicles (IoV) provides an advancement in smart transportation, enabling seamless communication between vehicles, sensors, pedestrians, and roadside units. However, the dynamic and untrusted nature of IoV possesses significant challenges such as security, privacy risks, scalability limitations, and sing...
A. Yadav, Ashwini Kumar Meena, V. Pawar et al.
· IEEE Transactions on Intelli... · 0 citations
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This paper proposes FedCAMP-IDS, a Federated Cluster-Aware Memory-Augmented Prototypical Network for privacy-preserving intrusion detection in distributed network environments, and integrates Cluster-Aware Contrastive Pretraining, memory-augmented few-shot prototypical learning, adaptive prototype mixing, and Extreme V...
A. Yadav, V. Pawar, Roshni Yadav
· Cluster Computing · 0 citations
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Open access
2026
Experimental results demonstrate significant reductions in end-to-end latency, redundant traffic transmission, and synchronization overhead, while improving caching efficiency, traffic utilization, and adaptive content dissemination performance compared with conventional IP-based blockchain communication systems.
A. Yadav, V. Pawar, Abdul Mazid et al.
· IEEE Open Journal of the Com... · 1 citation
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