Women's Business Center Safeguard Act - Amends the Small Business Act with respect to the women's business centers program to provide Small Business Administration funding authority for nonprofit organizations conducting projects for the benefit of small businesses owned and controlled by women. Increases from 30 to 54 the percentage of appropriated women's business center funds to be used during FY 2004 for sustained women's business center projects.