Not if the aliens had developed/discovered some material that absorbed all EM radiation except for the standard background 3°K, and used that in the construction of their Spheres for maximum stellar-energy-gathering efficiency.
Well, yeah, but they still have to dump their waste heat somewhere
. Otherwise heat would just build up inside the sphere until the whole thing melted. There ain't no stealth in space.