{
  "tool_id": "ml-01-isolation-forest",
  "kernel_id": "ml-01-isolation-forest",
  "display_name": "Isolation Forest Transaction Anomaly Detector",
  "tool_version": "1.0.0",
  "mandate_type": "risk_control",
  "purpose": "Native-JS Isolation Forest anomaly detection on synthetic transaction batches. 10-tree forest, 4-feature scoring (amount, hour, counterparty frequency, recency), anomaly score histogram, flagged transaction table. Zero-egress: no real transaction data transmitted. Chains from ART-05 (EU AI Act credit-scoring) and ART-10 (AMLA typology).",
  "control_description": "Native-JS Isolation Forest anomaly detection on synthetic transaction batches. 10-tree forest, 4-feature scoring (amount, hour, counterparty frequency, recency), anomaly score histogram, flagged transaction table. Zero-egress: no real transaction data transmitted. Chains from ART-05 (EU AI Act credit-scoring) and ART-10 (AMLA typology).",
  "declared_inputs": [
    "art-05-eu-ai-act-credit-scoring-conformity",
    "art-10-amla-transaction-typology-risk-scorer"
  ],
  "declared_outputs": [
    "ptg-01-ap2-prompt-template-generator"
  ],
  "kernel_digest": "sha256:78207d018dcf3f06b8aa059f913a99be9170d053e9cdccb55f4db93837d377fb",
  "trust_label": "deferred -- deterministic source published, zkVM proof not yet generated",
  "data_vintage": "2026-07-10",
  "last_validated": "2026-07-10",
  "conformance_fixtures_vendored": false,
  "compute_proof_ready": "ready",
  "wave": 3,
  "source_url": "https://ainumbers.co/chaingraph/ml-01-isolation-forest.html",
  "generated_at": "2026-07-25T20:02:55.601Z"
}