The accused have been identified as Ajit, Manendra and Arvind alias Kallu, they said.
In her complaint, the victim has said that the incident happened when she along with a friend were going to a temple and the three motorcycle-borne men followed them.
They started abusing the girls and started pull their cloths in order to disrobe them, it said.
A case has been registered at Women Police Station Sector-16A Faridabad under IPC sections 354B, 354D and 34.