Southeast Hurricanes Small Business Disaster Relief Act of 2010 - Directs the Administrator of the Small Business Administration (SBA) to establish a Southeast Hurricanes Small Business Disaster Relief Program under which the Administrator may waive, for up to three years and $15,000 total, the interest payments of small businesses that resume operations in a declared disaster area during the period beginning on: (1) September 1, 2005, and ending on October 1, 2006, for loans relating to Hurricanes Katrina or Rita of 2005; or (2) September 1, 2008, and ending on January 1, 2009, for loans relating to Hurricanes Gustav or Ike of 2008.