Two Maoist guerrillas were killed in a gun battle with the police in Orissa's Malkangiri district, authorities said on Monday.

The rebels were spotted carrying a hand grenade in a bag during a security check on Sunday evening on the outskirts of Malkangiri, 620 km from state capital Bhubaneswar.