You could get some plumbers epoxy paste. When you mix the 2 compounds together it is a pretty think paste that does not drip, almost like clay. I'd test it first to see if it is paintable.
This Stuff:
http://www.acehardware.com/sm-pc-7-e...i-1409482.html
Homer depot will have it