Both the accused were arrested today from Harola village of Sector 5, police said.
The woman was returning home last night from Delhi when she was kidnapped by the two men and taken to Sector 6 area in a vehicle.
Later, she was allegedly raped by the two men.
The woman was sent for medical examination, police said.