The Ministry of Home Affairs is closely monitoring the situation, an official said.
The police has cordoned off the area and a search operation was on to pin down the militants.
"A soldier and a civilian were injured in the attack," a police officer said.
Militants had attacked the same camp in 2006. Twelve soldiers were killed and seven others were injured then before the two 'fidayeen' (suicide) terrorists were neutralised.
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