A cold proof glove characterized in that a receiving bag portion is provided in a hand back portion of a glove member, a mitten type cover member for covering substantially all of the glove member from its finger tip to its bottom portion is arranged and received in a such manner that the mitten-type cover member may be pulled out from the receiving bag portion as desired. The cover member is provided integrally with at least the glove member or the receiving bag portion.