benchmark_report.json

{
  "title": "Security Behavior Analytics Benchmark",
  "methods": [
    "Z-score",
    "Robust Z (MAD)",
    "Percentile",
    "Control Charts",
    "Bayesian CI"
  ],
  "segmentation": [
    "kmeans",
    "gmm",
    "hdbscan",
    "hierarchical"
  ],
  "results": {
    "engine_version": "1.0.0",
    "total_users": 320,
    "risk_critical": 59,
    "risk_high": 140,
    "cohort_dimensions": 6,
    "segmentation_methods": 4,
    "passed": true
  }
}