Maryam Jamal Alablani

FedShield: Configurable Mean–Median Robust Aggregation for Poisoning-Resilient Federated Healthcare-IoT Learning

Federated learning lets healthcare-IoT and Internet of Medical Things (IoMT) systems train shared models without centralizing sensitive records, but poisoned client updates can degrade the global model, and the Byzantine-robust aggregators meant to prevent this behave unevenly across the non-IID data partitions these d...