It's more of a problem before the battle begins. There's no message. Just a white screen that returns you to your village.
I have the fat finger problem, however, I have had times where I was tapping in the top left (nowhere near the End button) to drop troops and it exited out of the Battle screen. My fingers aren't that fat.

