I'm going to side with "RUT"
Yes, a handgun will probably do the job, but a rifle would be preferable. Even my Marlin 1894C will launch a 145gr. Winchester Silvertip (my favorite round, BTW) at ~1800 FPS. That should be good for any feral hogs or javalinas.