The attackers raided a police station in Gujba town near Damaturu yesterday and escaped with arms and ammunition after shooting the officers to death, sources said.
Boko Haram wants to impose Islamic rule in the country.
It is estimated that over 3,000 persons have been killed since the group started violence in the country in 2009.