Try
ALLOWED_HOSTS = ['*']
Less secure if you’re not firewalled off or on a public LAN, but it’s what I use and it works.
EDIT: Interestingly enough I’ve been needing to add this to a few of my 1.8 projects even when DEBUG = True. Very unsure why.
EDIT: This is due to a Django security update as mentioned in my comment.