>In other words, they are so advanced that they can visit us without us knowing, unless they wanted us to know. They can wipe us out without us knowing, unless they wanted us to know.

Just as likely they can wipe us out without caring if we know or knowing that we exist, no different then stepping on an ant as you walk to your car.