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> (Also these WiFi offload networks are secure; you can’t spoof them)

How do we know this? What's the security mechanism?

Hotspot 2.0, a.k.a. Passpoint. Within that standard, the phones, WiFi networks, and carriers are all using EAP-AKA or EAP-SIM authentication.