What should I use to secure a recoil pad to the stock?

We use Loctite 416. When applied to the outside  edge or “skin” of the stock (not the foam) it forms a nearly indestructible bond to the pad. As with other forms of super glue, it can also form a nearly indestructible bond between your fingers. Tread carefully.