Legal Question in Family Law in Maryland

You could legally change your name by filing a petition to do so in the circuit court of your county, but I doubt this would prevent your father from tracking you down since that is a public proceeding. If your father has been physically abusive or threatening you could obtain a peace order preventing him from contacting you.