No, North Korea would not have much trouble invading the South, but that would be a fight that would be the end of the North Korean state as we know it. South Korea could defend itself, and not only would the U.S. intervene - Japan would do all it could and the Chinese "back door" would be locked and bolted, unlike during the 50s.