And even if you trust the OS, you have no idea what is going on on the phone's baseband processor: https://en.m.wikipedia.org/wiki/Baseband_processor
One has to assume that all are back-doored. Mobile phones are inherently not trustable.
Same goes for all major firewall vendors. If you going to hack one of them as a nation state, then you're going to do all of them.