Horses graze on non-grass blocks, also underwater

Horses will play the grazing animation when over a non-grass surface. This can lead to horses oddly eating iron blocks.

What I expected to happen was...:
Horses would not graze on iron blocks.

What actually happened was...:
Horses graze on iron blocks.

Steps to Reproduce:
1. Spawn a horse on an iron superflat world.