The Assassine's are sometimes Invisible, if they jump on someone.
Also sometimes u get stunned by an assassine (the purple ring), but there is no assassine and your stunned till you change hero.
Also u can't unequipment your gear with square.
here is a short vid of these nasty fellas in action