Immerse the frame in a bath of dilute oxalic acid. Sounds horrific, but it does the rust without harming paint, chrome, plating, etc, in the slightest and is very inexpensive. Done 2 frames that way over the years.
Forget your tinfoil, deox, citric acid, voodoo, human sacrifices, flamethrowers...