I second the 3M VHB tape. As indicated above, make sure you get the genuine stuff though. Also ensure that both surfaces are clean before you apply it (a a good wipe over with isopropyl alcohol should suffice). If you really want to go for it, you could also use a primer but then the job starts more expensive and there's also a good chance that you would never get it off should the need arise.