Exhibit 4.6B SUPPLEMENT TO SECURITY AGREEMENT This SUPPLEMENT TO SECURITY AGREEMENT, dated June 16, 2004 is delivered by the undersigned in favor of U.S. Bank National Association, as Trustee (together with any successor Trustee pursuant to the terms of the Indenture, the "SECURED PARTY"), acting in the capacity of collateral agent for the benefit of itself and the Holders, pursuant to the Pledge and Security Agreement, dated as of April 16, 2004 (as it may be from time to time amended, restated, modified or supplemented, the "SECURITY AGREEMENT"), among Diamond Jo, LLC, a Delaware limited liability company ("DJL"), The Old Evangeline Downs Capital Corp., a Delaware corporation ("CAPITAL" and, together with DJL, the "ISSUERS"), OED Acquisition, LLC, a Delaware limited liability company ("OEDA"), Peninsula Gaming Corporation, a Delaware corporation ("PG CORP."), The Old Evangeline Downs, L.L.C., a Louisiana limited liability company ("OED"), and each additional Guarantor (as defined in the Indenture referred to therein) and Issuer (as defined in the Indenture) from time to time party thereto pursuant to Section 5.2 thereof, and the Secured Party. Capitalized terms used herein not otherwise defined herein shall have the meanings ascribed thereto in the Security Agreement. The undersigned does hereby grant to the Secured Party a security interest in, all of the undersigned's right, title and interest in and to all Collateral to secure the Secured Obligations of the undersigned, in each case whether now or hereafter existing or in which the undersigned now has or hereafter acquires an interest and wherever the same may be located. The undersigned hereby further agrees, as of the date first written above, to be bound by all of the terms and provisions of the Security Agreement, as supplemented by this Supplement to Security Agreement. The undersigned hereby makes all of the representations and warranties set forth in the Security Agreement, and hereby represents and warrants that the attached supplements to Schedules accurately and completely set forth all information required pursuant to the Security Agreement and hereby agrees that such Supplements to Schedules shall constitute part of the schedules to the Security Agreement. IN WITNESS WHEREOF, the undersigned has caused this Supplement to Security Agreement to be duly executed and delivered by its duly authorized officer. PENINSULA GAMING, LLC By:/s/M. BRENT STEVENS ------------------------------ Name: M. Brent Stevens Title: Chief Executive Officer ACCEPTED AND AGREED TO BY: U.S. BANK NATIONAL ASSOCIATION, as Trustee, as Secured Party By: /s/FRANK P. LESLIE, II ---------------------------- Name: Frank P. Leslie, II Title: Vice President