Smart slumfolk, smart looting strategy. You don't need to hide your power, just hide the specifics and be powerful enough to be too scary to study more.
The only people connected enough to care about thugs being looted would be the police, and there wouldn't BE thugs if the police were watching. So it's just the slum boss and some noble kid sneaking in, and not every slum has those.