Try applying heat to the nut before doing anything dramatic.
Heat, Plus Gas, repeat.
Then If desperate, peen the outer edge of the taper (other side from the nut), with a centre punch, just so it grips.
I suspect it's supposed to be an interference fit, probably for some good reason I haven't...