The attacks coincided with the Indian Prime Minister Narendra Modi's congratulatory speech to the public in New Delhi.
The media added that the exchange of fire continues, as security forces have cordoned off the area.
On August 9, three Indian Border Security Force (BSF) soldiers were killed and several injured during an attack in the northern state of Jammu and Kashmir.
The region of Kashmir has been disputed by India and Pakistan since the dissolution of British India and the establishment of the two states in 1947. Some local residents, especially those residing in the Kashmir Valley, call for greater autonomy or even independence from India.