FUSE: Fairness-aware Update Screening against Byzantine Exploitation in $q$-Fair Federated Learning

Tiantong Sun, Jinlin Liu, Xingru Wei +4

Client-level fair federated learning, in the form of $q$-fair federated learning ($q$-FFL), agnostic federated learning, or tilted empirical risk minimization, has emerged as an at…