{ "tag": "CICIDS2017__BiLSTM__FedProx__iid", "dataset": "CICIDS2017", "model": "BiLSTM", "fl_algo": "FedProx", "partition": "iid", "n_clients": 30, "n_rounds": 30, "max_cap": 2000, "total_time_s": 10387.9, "model_params": 79233, "model_mb": 0.3169, "final": { "accuracy": 0.8814517026436504, "precision": 0.7159766191073634, "recall": 0.6600615086659075, "f1_binary": 0.6868830126709836, "f1_macro": 0.8068839596281547, "f1_weighted": 0.8796055309680014, "fpr": 0.06423606528529321, "auc_roc": 0.8457450511008985, "threshold": 0.45411065220832825, "round": 30, "comm_mb": 0, "round_time_s": 0 } }