{
  "reconstruction_thresholds": {
    "description": "Calibrated MSE reconstruction error thresholds",
    "dataset_real": "CIFAR-10 test set",
    "dataset_fake": "Random Noise test set",
    "image_size": [
      128,
      128
    ],
    "normalization": "mean=0.5, std=0.5 (range [-1, 1])",
    "thresholds": {
      "strict": {
        "value": 0.012767740525305271,
        "description": "High confidence - 99th percentile of real images",
        "expected_tpr": 1.0,
        "expected_fpr": 0.01
      },
      "balanced": {
        "value": 0.009065581485629082,
        "description": "Balanced - 95th percentile of real images",
        "expected_tpr": 1.0,
        "expected_fpr": 0.05
      },
      "sensitive": {
        "value": 0.00931915920227766,
        "description": "Sensitive - mean + 2*std of real images",
        "expected_tpr": 1.0,
        "expected_fpr": 0.0448
      },
      "optimal": {
        "value": 0.20403903722763062,
        "description": "Optimal separation between distributions",
        "expected_tpr": 1.0,
        "expected_fpr": 0.0
      }
    },
    "statistics": {
      "real_images": {
        "mean": 0.004293377045542002,
        "std": 0.0025128910783678293,
        "median": 0.003766049398109317,
        "min": 0.00019204482669010758,
        "max": 0.02400028333067894,
        "percentile_95": 0.009065581485629082,
        "percentile_99": 0.012767740525305271
      },
      "fake_images": {
        "mean": 0.40168634057044983,
        "median": 0.4016798138618469,
        "min": 0.3955906331539154,
        "max": 0.4081667363643646,
        "percentile_5": 0.3990125060081482
      },
      "separation": {
        "mean_difference": 0.39739295840263367,
        "ratio": 93.55953216552734
      }
    },
    "note": "These thresholds are calibrated on CIFAR-10 vs Random Noise. For real deepfake detection, recalibrate on actual fake images."
  }
}