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
The rapid deployment of UAV swarms in the Internet of Drones (IoD), including emerging satellite-assisted and satellite-terrestrial integrated aerial networks, demands lightweight, scalable, and secure authentication mechanisms for mission-critical communications. Existing schemes either incur high computational overhe...
Ashutosh Kumar, A. Yadav, A. Anjali et al.· IEEE Open Journal of the Com...· 0 citations
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
