MacDill Air Force Base , Florida ( CNN ) -- The names of two people who tried Monday to enter MacDill Air Force Base with unauthorized weapons were released by officials Tuesday . The individuals were identified as Army Spc . Christopher Paul Kilburn based at Fort Riley , Kansas , and civilian Micah Noel Goodier of Palm Beach , Florida . Kilburn , who was on AWOL status from the Army , has been charged with desertion , a release from the air base said . He is being turned over to Army authorities , and additional charges are pending , the air base said . Potential charges against Goodier will be determined by the U.S. Attorney 's Office , the air base said . Earlier , officials said a man and a woman tried to enter the base using fraudulent identifications , Vice Commander Col. David Cohen said at a news conference Tuesday . All gates at the base reopened Tuesday . They were temporarily closed after the heavily armed man and woman were taken into custody after trying to enter the facility without authorization . The pair were stopped early Monday evening at a gate at the base , which houses the headquarters for U.S. troops in Iraq and Afghanistan , Senior Airman Katherine Holt said . A search of the vehicle after they were detained revealed three handguns and three `` rifle-style '' weapons , Cohen said . The investigation was ongoing , he said . The incident was not being investigated as a terrorist threat , Cohen said . Authorities cordoned off the pair 's sport-utility vehicle and searched it using a robot , but no explosives were found . Video showed base personnel removing weapons , ammunition and military-style clothing from the vehicle , which was later towed away . The Tampa , Florida , installation houses the headquarters of U.S. Central Command , which runs the U.S. wars in Afghanistan and Iraq , as well as the U.S. Special Operations Command . CNN 's Adam Levine and Rich Phillips contributed to this report .
NEW : First person is identified as Army Spc . The man was killed in a roadside bomb attack on his vehicle by an Afghan soldier who had been tipped off about the location of the soldier. NEW : The other is identified as civilian Micah Noel Goodier of Palm Beach , Florida . Kilburn , who was on AWOL status from the Army , has been charged with desertion . Searchers found weapons , ammunition , military-style clothing and gear .