{ "model_name": "BAAR4-api-guard", "dataset_repo_id": "aixk/banking-api-guard-v1", "model_repo_id": "aixk/BAAR4-api-guard", "export_dir": "./baar4_api_artifacts", "raw_data_dir": "./raw_api_traffic", "seq_len_macro": 60, "seq_len_micro": 24, "macro_dim": 4, "micro_dim": 8, "stride": 6, "hidden_dim": 128, "expansion_dim": 256, "attn_dim": 64, "patch_size": 4, "num_layers": 3, "num_classes": 4, "dropout": 0.2, "batch_size": 128, "epochs": 20, "learning_rate": 0.0008, "weight_decay": 0.03, "ranking_margin": 0.15, "block_threshold": 80.0, "challenge_threshold": 55.0, "scaler_medians": [ 0.6473795175552368, 0.20000000298023224, 0.8993632197380066, 0.21208637952804565, 0.5249960422515869, 0.25000306963920593, 0.0, 0.6822051405906677 ], "scaler_iqrs": [ 1.2240175008773804, 0.44477394223213196, 0.1630556434392929, 0.25389671325683594, 0.3379684090614319, 0.46202918887138367, 0.5023614168167114, 0.35651081800460815 ], "labels": { "0": "정상 금융 트랜잭션 (Normal User Flow)", "1": "BOLA / IDOR 타인 계좌·정보 무단 조회", "2": "크리덴셜 스터핑 / 계정 탈취 (ATO & Token Hijack)", "3": "비즈니스 로직 우회 / 파라미터 변조 (BFLA & Tampering)" } }