To patch a leak in an air mattress, start by using sandpaper to lightly scrub away the soft felt on the surface of the mattress around the hole to help the glue stick better. Then, cover the area around the hole with a strong adhesive, such as superglue or Gorilla Glue, and press the patch onto it.