The New York Post reports Giuliani was rushed to the emergency room Sunday after his right leg gave way and he fell to the ground.
It happened while he and his wife were hosting a barbecue at their home.
Giuliani underwent quadriceps tendon surgery and will be in the hospital for a few days, the Post reported.