An official said that militants fired a rifle grenade towards the 180 battalion CRPF camp at around 6.15 p.m.
The injured trooper, identified as S.S. Diwiti, was shifted to a hospital for treatment.
He suffered injuries on his left eye and right ankle.
Soon after the attack, forces cordoned off the area to nab the militants.
Further details are awaited. (ANI)