The accused, who had been absconding, were arrested in the raids conducted last night in Basantgarh belt of the district, police said.
Besides attempt to murder, the arrested persons -- Gulam Nabi Seikh, Jameel Ahmed and Osama -- are also accused in a 2009 case of carrying illegal weapons.
The three were later produced before the court which sent them to custody, police said.