You do not lose Honor from Ninja and Fate cards you own.
Ninja Battle:
Once per battle, even if this card is bowed and even if you control no units at the current battlefield, target one or more unopposed units with combined total Force of 9 or lower, or one opposed unit: Move each target home; this will not be negated or delayed if you control a Ninja.