I would assume since these are Illidan's trademark weapons, and since Thott fished em up,  that both of these particular items will drop off of Illidan, or be the product of a quest involving killing him.

http://www.wowwiki.com/The_Twin_Blades_of_Azzinoth

Go there check the stats on 'em!!!