The accused were arrested today, police said.
According to the complaint, the victim was abducted by driver of a mini bus, Gian Singh, and his friend Shammi last night, police said.
Both raped the middle-aged woman near Gharota area on the intervening night of December 22 and 23, they said.
A case has been registered on the complaint of the victim and her family, police said, adding that a medical examination of the victim has been conducted.
The duo has been arrested and an investigation into the case is on, police said.