Any earnings, revenues, or other moneys so pledged and thereafter received by the Department of Management Services shall immediately be subject to the lien of that pledge without any physical delivery thereof or further act, and the lien of the pledge shall be valid and binding as against the Department of Management Services irrespective of whether the parties have notice thereof.