Electric Vehicle Charging Systems (EVCSs) have become a critical component of the global transition toward sustainable and intelligent transportation. However, their tight integration with heterogeneous cyber–physical, vehicular, and cloud-based infrastructures exposes them to an expanding attack surface, including dat...
Talea Huraysi, Ohud Alsadi, T. Pamulapati et al.· Electronics· 0 citations
This study delves into large PFMs adaptation in the resource-constrained federated learning environment, and proposes an innovative framework, namely ADRAP, which alternates between large model distillation and resource-adaptive pruning, with guaranteed convergence.
Xiao Zhang, Yang-Yang Wang, Xing-Yu Sun et al.· IEEE Transactions on Pattern...· 0 citations
Edge Intelligence (EI) has emerged as a transformative model for mission-critical unmanned platforms, such as drone swarms, by enabling collaborative model training at the network periphery. However, the security of FL deployments depends on both network availability and robust client authentication mechanisms. This pa...
Suleiman Sabo, Hamed Alkharsh, Peilin Li et al.· arXiv.org· 1 citation
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