FLARE: Adaptive Multi-Dimensional Reputation for Robust Client Reliability in Federated Learning

Abolfazl Younesi, Leon Kiss, Zahra Najafabadi Samani +2

Federated learning (FL) enables collaborative model training while preserving data privacy. However, it remains vulnerable to malicious clients who compromise model integrity throu…