The show, which was scheduled for November 26, will now take place on December 10.
The legendary rock group announced the decision to delay the show after guitarist Jimmy Page injured his finger last weekend. Tickets for the show will be honoured on the new date.
"I am disappointed that we are forced to postpone the concert by two weeks," Page said in a statement. "We feel that this postponement will enable my injury to properly heal and permit us to perform at the level that both the band and our fans have always been accustomed to."
Page, singer Robert Plant and bassist John Paul Jones will be reuniting on stage for the first time since 1988. Pete Townsend, Bill Wyman, Paolo Nutini and Foreigner will also join Led Zeppelin for the show.