yeah Epoxy would do the trick.  There are all kind and types for specific jobs.  I would go to home depot and just start reading the backs of the boxes, they usually have some sort of cross-referencing chart you can look up your specific need.  Like wood-to-metal would be so and so product, etc.
good luck. and what are ya concocting?
ny