"It is our fault as the Kashmiri Hindus have been made homeless and forced to live outside," Abdullah said at an Urdu conference here.
He said it hurts him that his Kashmiri Hindu brothers and sisters have been forced to live in hot and humid weather conditions elsewhere in the country, which they were not used to, having been lived in cold climate.
He, however, did not elaborate on the "fault".
Many Kashmiri Hindus, particularly members of the Pandit community, were forced to leave the Valley by terrorists during late 1980s and early 1990s.
Over one crore Kashmiri Muslims did not support the separatists` ideology and were actually paying a price for their stand, he said referring to militancy-related activities in his home state.
The Kashmiri Muslims have to endure harassment, whenever Pakistan-backed ultras do something in India, Abdullah said, adding, Jammu and Kashmir would never get separated from India.