One of the men was known to the woman who recently came to Delhi. Police said she was assaulted at a house in Mahipalpur in south Delhi Saturday afternoon.
As the accused escaped, the woman came out of the house and alerted a passerby before police came in. Police said the accused - Rahul and Harun - were arrested late Saturday.