Your explanation confuses the store with the device .Yes, at the time of download from the store you trust two parties, but that's still only "a single point in time"
No it's anytime you use your device. The stores can push silent updates and change your apps or access anything at any point.
The only exception I'm aware of is GrapheneOS where that's not possible. Otherwise if you are using iOS or any other Android rom than GrapheneOS, you are vulnerable to that.
The only exception I'm aware of is GrapheneOS where that's not possible. Otherwise if you are using iOS or any other Android rom than GrapheneOS, you are vulnerable to that.