After a goalless first half, England striker Eni Aluko broke the deadlock with a well-struck shot from a tight angle nine minutes into the second period.
Leeds were still in the game until the final minute, when striker Ann-Marie Heatherson volleyed in the victory clincher from a Casey Stoney corner.