An agent that can travel between stars, be it a von neumann probe or 5 green ayys in a flying sauces, will be interested in science. Considering how rare life is, it will probably consider earth's biosphere its most valuable resource and be interested in studying us. It might try to interfere with us as little as possible, though hiding itself from humans completely would probably be impossible.