use melted white chocolate
eta: or dark chocolate considering it's for Halloween!
Melting wafers aka compound chocolate will set faster; if you are so inclined you could also make modeling chocolate (aka chocolate plastique) and roll it into logs and press it between walls to hold them together. IMHO the modeling chocolate is too much of a hassle. But it's another alternative.....