The incident happened at the Brookhaven Town Fair in Farmingville.
Both victims were taken to the hospital with non-life threatening injuries.
There is no word on what led to the stabbing.
So far, no arrests have been made.
The fair, which is run by the Town of Brookhaven each year, brings thousands to the Bald Hill Ampitheater grounds on weekends.
The investigation is ongoing.