Security gaps often exist between components rather than inside the model itself.
SYSTEM MAPPINGAI SECURITY ENGINEERING
Map the AI system attack surface
Secure AI starts by mapping the complete component stack: application, API gateway, orchestration, retrieval, tools, integrations, inference and model.
A customer assistant appears to be one chatbot, but its real trust path includes SSO, API gateway, LangGraph, vector DB, MCP tools and an external model provider.
Which security control should be explicit?
REMEMBERReview the AI system, not just the LLM.
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