Given this choice, I would also pick invisibility. I'd imagine it's much easier to keep a secret identity that way. If an random pedestrian saw you flying that one time, you'd be all over the news. But if you walked invisibly through town, it would be like you vanished from society. Being the recluse I am, I would like that feeling.