{ "tag": "CICIDS2017__BiLSTM__FedAvg__iid", "dataset": "CICIDS2017", "model": "BiLSTM", "fl_algo": "FedAvg", "partition": "iid", "n_clients": 30, "n_rounds": 30, "max_cap": 2000, "total_time_s": 3254.7, "model_params": 79233, "model_mb": 0.3169, "final": { "accuracy": 0.8637496489440059, "precision": 0.6234076604540006, "recall": 0.7788557236234522, "f1_binary": 0.6925155858858045, "f1_macro": 0.8025004894701364, "f1_weighted": 0.869152255269691, "fpr": 0.11542387048524042, "auc_roc": 0.9205327859123894, "threshold": 0.6607353091239929, "round": 30, "comm_mb": 0, "round_time_s": 0 } }