Usually witness protection is handled with the State or Federally. It can depend on the case. If an individual is a witness to a federal crimes case, it would be federal. If they were a witness to a state crime, witness protection would be handled by the state. Local police can also offer some kind of witness protection but not much. Usually if you go into witness protection you need to leave the town (100%) or the state (sometimes.)
