It's not really a ghetto word for brought, just an example of bad grammar.
probably from somewhere like clinton county kentucky if they are using this word
Sherman: I brung my homework to class.
Ms. Glasset: Since this is Language Arts, I can only assume that you're going to get an 'F' on it.
Sherman: I brung my homework to class.