ABC-DFL replaces central FL servers with a permissioned blockchain and introduces FLECA, a hierarchical filtering-and-clustering aggregation protocol that keeps convergence close to FedProx while limiting attack impact below 0.10.
Adaptive Multi-Personalized Federated Learning for State of Health Estimation of Multiple Batteries
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.DC 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Automated Byzantine-Resilient Clustered Decentralized Federated Learning for Battery Intelligence in Connected EVs
ABC-DFL replaces central FL servers with a permissioned blockchain and introduces FLECA, a hierarchical filtering-and-clustering aggregation protocol that keeps convergence close to FedProx while limiting attack impact below 0.10.