A police spokesman said people present in the bank foiled attempt of unknown militants who barged inside the branch with an intention of looting bank.
He said this compelled the gunmen to flee and they fired gunshots leading to injuries to a civilian and two bank security guards.
The injured have been shifted to nearby hospital for specialised treatment.
Earlier, in a separate incident, unknown militants attacked J&K Bank branch’s ATM point in south Kashmir’s Shopian town & snatched 12 bore rifle after overpowering ATM guard.
No injuries or damage was reported in the incident during the day.
Security forces have launched a manhunt to nab the assailants.