State news agency LANA reported that the bomb-laden car detonated outside the base as new graduates left a technical school. Of the 10 killed, at least seven were identified as Libyan soldiers.
According to Ammar Mohammed, a Libyan Health Ministry spokesman, 23 people were also wounded in the attack.
No one has yet claimed responsibility for Monday's bombing.
2014: The Year in Music [PHOTOS]