Protect
Attack surface
Shadow AI exposure
Internet-facing AI infrastructure found on your hosts: AI-fingerprinted services and unmanaged AI-infra ports (Ollama, Qdrant, Milvus, Ray, TensorBoard). Review each against your sanctioned AI inventory. Shadow AI (unsanctioned model endpoints and vector stores) is a 2026 blind spot, so this is an inventory to confirm, not an asserted vulnerability.