US regulations allow flight 400 feet AGL, or 400 feet above the top of an obstruction (tower, building), as long as the UAV is within a 400 foot horizontal radius of the obstruction. Cliffs are nothing if not an obstruction made of rock.
So if I were to fly over a 1,500 foot high cliff edge...