To cloak from so weak civilization as we, need to just hide electromagnetic emissions, as we cannot detect distant objects which don't emit anything EM to our direction.

Even recent stealth technologies know from late 1970th, how to hide from radio waves reflections and how to hide visual reflections and how to hide infrared emissions (slot nozzle, directed where no observer).