LiBRA: Logit Fingerprints for Byzantine-Robust Client Selection in Federated Learning

Saheed A. Tijani, Frank Jiang, Ming Liu

Byzantine-robust aggregation shields federated learning from malicious updates, but the rules that filter out suspect updates do so by comparing clients' parameter vectors. That co…