They date back to First World War! Red Cross volunteer knitters had the balaclava hat patterns for the men. The balaclava was a favorite for Air Force because it doubled as a "liner" inside the helmet. Also, protected them from abrasions, besides the warmth.
Here is a link for those three hat patterns, plus some great vintage photos. I got my history from this site, and others as well.