If Magic Missile has one or more targets, and some (but not all) of them are illegal as Magic Missile tries to resolve, the amount of damage dealt to the remaining legal targets doesn't change. If all targets become illegal, Magic Missile won't resolve.

You divide the damage as you cast Magic Missile. Each target must be assigned at least 1 damage.