| { | |
| "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": "์ ์ ๊ธ์ต ํธ๋์ญ์ (Normal User Flow)", | |
| "1": "BOLA / IDOR ํ์ธ ๊ณ์ขยท์ ๋ณด ๋ฌด๋จ ์กฐํ", | |
| "2": "ํฌ๋ฆฌ๋ด์ ์คํฐํ / ๊ณ์ ํ์ทจ (ATO & Token Hijack)", | |
| "3": "๋น์ฆ๋์ค ๋ก์ง ์ฐํ / ํ๋ผ๋ฏธํฐ ๋ณ์กฐ (BFLA & Tampering)" | |
| } | |
| } |