Same thing happened to me in London, this isn't even rare it happens all the time. Ended up booking into a hotel last minute, so of course expensive and you foot the bill, not Airbnb.
blululu
If it weren't for the arbitration clause you could sue for damages. Of course Airbnb could also sue the scammer but they seem to not care about the damage this this does to their customers or their brand.