A Junior Commissioned Officer and two militants were killed, while four policemen were injured in an encounter between security forces and ultras in the Kralpora area of Kupwara district. Two policemen are missing after the encounter broke out between the two sides last night, police sources said today. They said two militants and a JCO were killed in the gun battle.