{
  "id": "domain:fraud-detection",
  "_kind": "Domain",
  "_file": "domain/domains/domains-expanded-2.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Fraud Detection",
    "description": "Identifying and preventing fraudulent transactions and behavior —\nrule engines, anomaly detection, graph-based fraud networks, device\nfingerprinting, and real-time risk scoring. Spans payments, insurance,\nand account security.\n"
  },
  "outgoingEdges": [
    {
      "from": "domain:fraud-detection",
      "to": "specialization:data-science-ml",
      "kind": "contains"
    },
    {
      "from": "domain:fraud-detection",
      "to": "specialization:security-compliance",
      "kind": "contains"
    }
  ],
  "incomingEdges": [
    {
      "from": "skill-area:anti-fraud-modeling",
      "to": "domain:fraud-detection",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "role:fraud-analyst",
      "to": "domain:fraud-detection",
      "kind": "applies_to",
      "attributes": {}
    },
    {
      "from": "workflow:fraud-investigation",
      "to": "domain:fraud-detection",
      "kind": "applies_to_domain",
      "attributes": {}
    }
  ]
}