{
  "model_type": "temporal_cnn",
  "architecture": "SecIDS-v2",
  "task": "intrusion-detection",
  "framework": "pytorch",
  "version": "2.1.0",

  "model_config": {
    "input_dim": 25,
    "hidden_dim": 256,
    "num_classes": 2,
    "dropout": 0.1,
    "num_channels": [256, 256, 512, 512],
    "kernel_size": 3,
    "num_layers": 4,
    "activation": "relu"
  },

  "model_info": {
    "num_parameters": 3815170,
    "trainable_parameters": 3815170,
    "model_size_mb": 15.2
  },

  "training_config": {
    "dataset": "Car Hacking Challenge 2021",
    "total_samples": 200000,
    "train_split": 0.7,
    "val_split": 0.15,
    "test_split": 0.15,
    "epochs": 100,
    "batch_size": 64,
    "learning_rate": 0.001,
    "optimizer": "AdamW",
    "window_size": 128
  },

  "performance": {
    "accuracy": 0.982,
    "f1_score": 0.975,
    "precision": 0.983,
    "recall": 0.978,
    "latency_ms": {
      "jetson_nano_int8": 4.2,
      "jetson_xavier_fp16": 2.8,
      "rtx_4060": 0.9,
      "cpu_windows": 8.26
    }
  },

  "attack_types": ["DoS", "Fuzzy", "Spoofing", "Replay"],

  "pytorch_version": "2.0+",
  "python_version": "3.8+",
  "license": "cc-by-nc-4.0",
  "author": "Keyvan Hardani",
  "github": "https://github.com/Keyvanhardani/SecIDS-v2",
  "dashboard": "https://secids.keyvan.ai"
}