{
  "id": "skill-area:anti-fraud-modeling",
  "_kind": "SkillArea",
  "_file": "domain/skill-areas/skill-areas-expanded-3.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Anti-Fraud Modeling",
    "description": "Building systems to detect and prevent financial fraud — rule engines,\nanomaly detection models, network/graph analysis of transaction patterns,\nreal-time scoring pipelines, and false-positive reduction strategies.\n",
    "expertiseLevels": [
      "expert",
      "authoritative"
    ]
  },
  "outgoingEdges": [
    {
      "from": "skill-area:anti-fraud-modeling",
      "to": "domain:fraud-detection",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:anti-fraud-modeling",
      "to": "domain:fintech",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    }
  ],
  "incomingEdges": []
}