Which mobile wallets require you to run your own node at home? Most rely either on centralized backends or some kind of SPV/Neutrino system.

BIP351 gives you the ability to run your own notification scanner if you're paranoid, but in practice most users can rely on a few high profile scanners and cross check them for honesty.