Deputy Commissioner Abdul Hameed Abro confirmed that Abdullah was not present in the camp when the incident occurred.
The Qatari minister was on a hunting trip in Zamuran area of Kech district. A member of the Balochistan Levies militia was killed, The Express Tribune reported on its website.
According to an official of Balochistan Levies, the attackers made off with two AK-47s, another weapon and two SUVs.
"They torched the camp and a private vehicle before fleeing," he said.
Members of the royal families of Qatar and Saudi Arabia visit Balochistan and other parts of Pakistan for hunting expeditions every year.
They have to seek a no-objection certificate from the government for the hunting trips.
Balochistan, the most deprived province of Pakistan, is plagued by a separatist insurgency and sectarian violence. The insurgency became deadlier after nationalist leader Akbar Bugti was killed in a military operation in 2006.
