If you don't show with "good" reason (finances, health issue, etc) they usually do nothing.

If you don't show with a "bad" reason then what they do varies, but I've never heard of someone being sued. Instead it seems to be things like, "we will tell your high school and it may be mentioned if you try to apply to another university."