Fig. 8
From: Dataset-centric evaluation of federated intrusion detection models in IoT networks
F1-Score comparison for the IDS models ((a) transformer and (b) LSTM) across FL algorithms and datasets. Each cluster shows results for FedAvg, FedProx, and FedNova on Edge-IIoTset, CIC-IoT2023, TII-SSRC-23, and the combined dataset.
