Having penetrated deep into Kurdistan region territory, the Turkish army arrested dozens of villagers in the villages of Dila, Malmalok, and Midan in Sidakan county of Soran district, northwest of Erbil, PKK media added.

"They were tortured during their detention," the reports said.

Inhabitants in the area told the PKK-affiliated media that the 12 villagers were gone to collect herbs, but the Turkish military barred them.

The witnesses added that some of them ran away as the Turkish army opened fire on them. Some horses were killed in the random shooting.

The incident comes after Kurdistan Regional Government (KRG) Prime Minister Masrour Barzani's meeting with Turkish President Recep Tayyip Erdogan on Friday in Istanbul's Dolmabahce.

Turkey has taken its decades-old conflict with the PKK deep into the Kurdistan Region, establishing more than 50 military outposts.

The Turkish military has also conducted numerous ground and cross-border aerial offensives into neighboring northern Iraq to "remove" PKK fighters, which maintain bases in the Qandil mountain that borders Iraq, Iran, and Turkey.