{
  "node_id": "mitre-atlas-mitigation-memory-hardening",
  "title": "MITRE ATLAS Mitigation Memory Hardening (AML.M0031) - Memory Hardening for AI Agents Against Persistent Adversarial Influence",
  "domain": "AI Governance & Law",
  "version": "1.0.1",
  "last_updated": "2026-07-22",
  "bluf": "This node operationalises MITRE ATLAS mitigation AML.M0031 (Memory Hardening). Memory Hardening involves developing trust boundaries and secure processes for how an AI agent stores and accesses memory and context. This may be implemented using a combination of strategies including restricting an agent's ability to store memories by requiring external authentication and validation for memory updates, performing semantic integrity checks on retrieved memories before agents execute actions, and implementing controls for monitoring of memory and remediation processes for poisoned memory. It maps the mitigation to EU AI Act, NIST AI RMF, and ISO/IEC 42001 obligations and drives a 10-gate verification workflow that an AI agent can execute against any production system.",
  "paywall": {
    "status": "LOCKED",
    "unlock_cost_usd": "0.01",
    "skyfire_id": "41779894-ece2-4163-9761-b3b1b76e19b0"
  },
  "crosswalks": {
    "_available_keys": [
      "nist_framework",
      "iso_standard",
      "industry_mapping",
      "ai_overlay_2026"
    ],
    "_note": "Full crosswalk values included in vault response"
  },
  "dependencies": [
    "nist-ai-rmf-1-0",
    "eu-ai-act-2024",
    "iso-iec-42001-ai-management-system-2023",
    "owasp-agentic-top10"
  ],
  "primary_citations_count": 6
}