That’s not entirely true.IIRC there are at least one or two crimes...I think “treason” is one of them...which can result in a “natural born” citizen to be stripped of his/her citizenship.
Maybe, I’m not sure if it has been tested in court.
It is very hard, if not impossible to take someone’s citizenship. As well it should be.