A cover for use with a pet barrier having a frame with first and second ends includes a body portion sized and shaped to cover at least a portion of the frame and first and second attachment members defined on the body portion. The first attachment member is sized and configured to be releasably secured to one of the first and second ends of the frame, and the second attachment member is sized and configured to be releasably secured to the other of the first and second ends of the frame. The cover further includes a closure assembly configured to selectively secure the second attachment member to the frame.