I think "Who told you this?" and "Where are you getting your information? are essentially interchangeable questions. "Give me some reason why I should believe what you have just said.

When a new acquaintance tells us something which is inconsistent with what we have previously believed to be the truth, I think that it is the right response to ask for some kind of evidence. Or should be believe anything and everything we are told without question?