It depends on the hero a little, but overall i would pick defense. I would worry that increasing a heroes health points w/o also increasing their defense points could actually be a liability in war defense, since how many points the opposing team gets per hit depends only on your heroes health points
I would perhaps choose health over defense for some heroes I could never imagine using on a defense team