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    11 — Technology category · TR-110.80

    AI Security & Guardrails

    Security tools for AI applications and agents, at run time and before release, that inspect prompts and responses for injection and leaks, block tool calls a manipulated prompt or poisoned tool triggers, attack-test models and agents, and scan model files and AI components.

    • AI Firewall
    • LLM Guardrails
    • AI Attack Testing

    In scope

    • Prompt and response inspection for injection and data leakage
    • Blocking tool and MCP calls that a prompt or poisoned tool has manipulated
    • Automated attack testing of models and agents
    • Scanning of model files and AI components

    Out of scope

    • Quality and accuracy scoring of output over time (see TR-110.60)
    • Staff use of public AI tools (see TR-100.80)
    • Routing, keys, quotas and tool entitlements for model calls (see TR-60.60)
    • AI inventories, risk assessments and regulatory mapping (see TR-110.70)
    • General application and code scanning (see TR-100.50)

    Example technologies · 5

    Well-known technologies in this category, named as facts. Not a shortlist or an endorsement.

    • Cisco AI Defense
    • Palo Alto Networks Prisma AIRS
    • HiddenLayer
    • Lakera Guard
    • NVIDIA NeMo Guardrails

    Realizes · 4

    Elsewhere in AI & Machine Learning