We have an Air, too. Haven't had that happen, though.
I have, a couple of times, had it jump to another web page because of an inadvertent thumb base resting.
Now, I'd recommend practicing various pinch gestures.
Several fingers pinch-zooming out (?) will take you the multi-task bar; maybe there's some gesture that takes you home!