The incident happened around 1:15 a.m. on the 4100 block of Leidy Avenue.
Police say a woman in her 30's was stabbed several times in her legs.
She was taken by ambulance to the the Hospital of the University of Pennsylvania where she underwent surgery and is now listed in stable condition.
So far, there is no word on what caused the violent attack.