To kill a 1 troop territory you have a 34% chance to lose at least one troop (perhaps what laughingcavalier is thinking of?), or to put it another way, 2 out of 3 times you attack a 1 troop territory you won't lose anyone.
However, you can "expect" to lose a little over 0.5 troops for every such ...
