I mean, IANAL but I'm pretty sure taking in income while posing as someone else must constitute a crime.
If not, lesson learned I guess. (Don't know unless you talk to a lawyer or try to report it.) But if it is a crime, then yes, it's across state and national boundaries, so who else would have jurisdiction but federal police?