Hes only attacking it because he chose Aldor and he's tired of dying from the fall.
Actually, Illidan might just be the worst strategist in Azerothian history. As the old saying goes, the Enemy of my Enemy is my friend...
Illidan seems to operate under the saying 'The enemy of my enemy is my enemy, you are not prepared.'
It doesn't seem to be working very well for him.