I've stored guns with the following combination for more than 5 years with excellent results.
Wipe the guns down, inside and out with
Breakfree Collector.
Then store in
Poly Gun Bags. They will protect the guns in storage and keep the areas you couldn't oil from rusting.
They come in packs, but you can buy them in bulk if you ask.