Fig. 8
From: FL-MalDrift: a federated learning framework for malware detection under local concept drift
Accuracy comparison of FedAvg and FedSGD across four drift detectors (ADWIN, DDM, EDDM, HDDM) on Drebin (left) and CICMalDroid (right). FedSGD consistently outperforms FedAvg, with the largest gains observed under HDDM.
