A senior police official said four Pakistani Rangers and two civilians were also injured during the security operation in the city's Urdu Bazar area.
A spokesman for the Rangers said the suspected terrorists opened fire and threw hand-grenades during the raid at a building, where the terrorists were hiding.
The terrorist injured in the gunfire has been captured.