Police said there was a fight after the football game against Proviso West and they also received reports of a gun at the south campus.
Police did find guns in a parked car and removed that car, according to officials.
Two men were also taken into custody, police said.
Nobody was hurt and police do not believe there's a threat, but because of the investigation, the dance was canceled.
The school said it hopes to reschedule.