After discovering our level of technology, I just find it hard to believe that an advanced species would have much concern as to whether or not we know they are there. This is proven in our own history.
Another example would be found in deep sea exploration: sure, we try to be low key so as to not disturb the natural actions of the creatures but, if found, no harm/no foul.