#On-Device

The Blind Spot of Edge AI: Security Risks in On-Device Inference

As AI inference shifts to end-user devices, enterprises face new security challenges. Local model execution renders traditional perimeter defenses less effective, necessitating a zero-trust approach to secure edge environments.

Jason·Apr 12, 2026