What about ARP spoofing? Have all wireless routers ever built somehow gotten this right?

It's my understanding that unless the wireless access point is sufficiently smart, any device on the same network can claim to be the router and your phone won't know the difference. Even if an attacking device can't passively decrypt your radio transmissions, it won't matter because the router will actively decrypt and re-encrypt your packets before forwarding them on to the attacking device.