Second the recomendation on Nashua. What i use is Nashua 557,

http://www.tycoadhesives.com/SearchProductsDetails.aspx?ID=218

Lowes or Home Desprite has it in stock. But to give you an idea how sticky it is, where i work i bundle very well oiled steel rods together with duct tape so that i can cut the rods into shorter lengths. Don't want to cut just one rod at a time with the band saw. The next day the tape is difficult to pull off of the oily steel. Very sticky and stays stuck.