The double side sticky tape auto body shops use to attach body trim is a hell of a lot stronger than the hardware store stuff. Trouble is, it's expensive, particularly as all you need is a short piece. There is some "super strong" double stick at Radio Shack, don't know if it's the same thing. It also holds better than the hardware store stuff. Be sure you "clean the place you are gonna stick it" with rubbing alcohol.