I kept mine on the truck, wire wheeled what I could get to (most of it), and hit them with Rustolium Rust Converter in satin black (just what I had, Raptor liner or similar would be much better)
Still look ok after a couple years, tho I expect this to be a regular process every 4 or 5 years ...