That's exactly what would happen: the US would not freak out about it.
Russia was just busy flying bombers 40 miles off the coast of California last week. Last time I checked, we haven't declared war on Russia for it. They regularly do the same thing with their navy in various ways, whether off the Atlantic or Pacific coast, or near Cuba / Florida waters.