Witnesses said that 60 to 70 men invaded the village in the Faqeer Valley at about 2 a.m., Pakistan's Dawn News reported.
Police were called after one of the men escaped and returned to the village, officials said. Villagers said the raiders were members of the extremist Lashkar-e-Islam group.
Peshawar is the center of an area on the border with Afghanistan and one end of the Khyber Pass that has become a base for al-Qaida and the Taliban. The local government announced it is suspending a polio vaccination drive set to begin Monday because of problems in the area.