Allow the glue to dry completely. The amount of time required for the glue to dry will depend upon how much you dropped onto the surface.
Soak a cotton swab with acetone nail polish remover. Read the label to ensure that the polish remover contains acetone, or it will not be effective.
Rub the affected area with the acetone-soaked cotton swab. Allow the acetone to sit for five to 10 seconds.
Rub the affected area with very fine sandpaper, such as 400 grit. Continue to rub until the Krazy Glue is removed. Avoid vigorously rubbing the area with the sandpaper as this could damage the table's finish.