Go to Lowes, get the adhesive backed velcro that are 2"x 4" packs, I think you will need 2 packs total.
Start with the fuzzy side applied to stock in the exact place you need it. Then stick the Male and Female pieces together, as layers, adhesive side stuck together so one side is male, and...