I would ask a reputable welder if they can replace the fitting.
If that is not an option, a dremel tool and a wire brush attachment might get nearly all of it. Of course you'll have to brew all the time to keep the rust from coming back.
Day after day, it reappears. Night after night my heartbeat shows the fear. Ghosts appear and fade away. Come back another day.