It is common for this situation to occur when the device is used with wet gauze pads or when wetting the electrodes. The presence of rust residue on the wipes or on your hands indicates that the electrolysis is taking place correctly, which is a positive rather than a negative. At the other electrode, this generally does not happen because one generates H+ ions and the other OH-, causing one to oxidize and the other to reduce.