Identify edge AI trust boundaries and choose security controls for sensor, device, model, and update paths.
Security review Luis owns a smart gate that reads truck plates locally, opens a barrier, and syncs events to cloud. A security reviewer asks where trust changes. If the boundary is invisible, the control will be vague. Threat modeling Decompose the system, ask what can go wrong, then choose controls. OWASP threat modeling is practical for edge AI because sensors, devices, updates, and cloud services all create different assumptions. Checklist reflex Ask whether the device is secure. Each threat has a named control. Threat modeling works when it follows the system shape, not when it stays at the slogan level.…
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