You can cancel an ad by visiting facebook.com/ads/manage
On the left hand side under "Account" select the down arrow & select your name.
It should prompt you to "All campaigns".
Under "Status" you should see a blue status bar, once you click on this bar it will make the ad inactive.
This is what the status bar will look like for an Active ad and a Deactivated/cancelled ad: