Collins Izuchukwu Okafor

PureFL: Channel-partitioned federated learning with cross-channel knowledge distillation on PureChain

2026 · ICT Express

Federated learning (FL) improves privacy by keeping data local, but accuracy degrades when clients are partitioned across communication channels and when differential privacy (DP) noise is applied. This paper presents PureFL, a federated learning framework …