a lot of fellows use "blue-tack" available at stationary & art stores. some use a dab of superglue, and then cut the parts apart. i have heard of using white glue, too.
i have taken to drilling & pinning with brass rod where possible, and using tiny machine screws if it can be put somewhere unnoticed.