Unfortunately we can't do this, as not even the crown knows who's the Lord of the Moon is. 

He also doesn't have the support of the crown, since even though the Crown doesn't particularly like the Arryn family, they still support all the great families as long as they are law abiding. Or at least, doesn't commit treason. Again.