Look for adhesives specific to aluminum, or ones that are known to bond well. Aluminum tends to be trickier to bond with, unlike steel. Make sure that the surface is prepped really well to remove all of the oxide layer. You can add some "tooth" if you like, but it isn't necessary. Epoxy bonds on a level much smaller than what you can generate to make a mechanical interface.