If your are in fear of someone's dog (or other pet), contact the homeowner's insurance company as well as the police. Sometimes people will listen to money instead of authority. My homeowners insurance does NOT allow me to have specific kinds of dogs, nor any animal that may be dangerous.
BTW This can sometimes work for bad drivers, too.