Four terrorists were also killed after the three-hour gun battle. It is reported that most of the Indian casualties were soldiers who were asleep in the camp at the time of the attack.
Indian Prime Minister Narendra Modi has condemned the attack, saying those responsible for it will not go unpunished.
The attack took place at the rear office of the Indian army battalion at Uri, which is located close to the Line of Control (LoC).