License plates are usually stolen by people looking to drive around in an unregistered vehicle. Or to hide from unpaid parking tickets or DWI warrants. Less commonly to hide a stolen car.

If some one is looking to get away with a serious crime. They don't drive their own car with disguised plates. They steal a whole car.