Mohammad Reza Kharoti, an administration chief in the Urgun district of Paktika province, says the attack also wounded more than 40 others.
He says the bomber detonated his vehicle full of explosives near a mosque and a market. All the casualties are civilians.
No group immediately claimed responsibility for the attack.