Al-Qaida deaths in Saudi Arabia
It said a number of security forces were injured and treated before being released from hospital.
An official said earlier that the 35 police had been wounded in the fighting, which began early on Sunday in ar-Rass, 220 miles north-west of the capital, Riyadh.