Booster's known to be a time traveler. He has no real secret identity. Everyone knows Michael John Carpenter is Booster Gold, and vice versa. He doesn't really have anyone or anything to protect after all. He's from the future. I imagine it was fairly common knowledge back when he was active, and even now, it is probably the first thing people remember about him, besides his outfit.