368 exchanges have closed down since 2014, and 161 of them "just vanished". Trust no exchange with your money: A glimpse on the Exchange Graveyard.
We often remember Mt. Gox or the most recent fiasco when it comes to exchanges going down, but there are a lot more cases and these melt downs are common than I had thought. I got some data from Cryptowisse