The permit holder shall, as a condition of receiving a permit, deposit with the State Treasurer a bond, with or without surety as the Department may in its discretion require, or other security to assure that the permitted activities will be conducted in compliance with the terms and conditions of the permit and that upon abandonment, cessation or interruption of the permitted activities or facilities, appropriate measures will be taken to protect the waters of the State.