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cs.NI2024
Knowledge Transfer for Collaborative Misbehavior Detection in Untrusted Vehicular Environments
Roshan Sedar, Charalampos Kalalas, Paolo Dini +3
Vehicular mobility underscores the need for collaborative misbehavior detection at the vehicular edge. However, locally trained misbehavior detection models are susceptible to adve…
cs.NI2024
The Implications of Decentralization in Blockchained Federated Learning: Evaluating the Impact of Model Staleness and Inconsistencies
Francesc Wilhelmi, Nima Afraz, Elia Guerra +1
Blockchain promises to enhance distributed machine learning (ML) approaches such as federated learning (FL) by providing further decentralization, security, immutability, and trust…