Could alien artifacts be easily found on the surface of the moon?

The surface of the moon changes very slowly because of the lack of any wind or water erosion. If aliens ever visited the earth and moon, surely there would be some debris or garbage leftover from their trip. To me this would be the main reason for us to return to the moon, to search a large percentage of the moon's surface in search of alien artifacts.