Their names were not released.
One U.S. service member and four Afghan civilians were killed in the attack, which took place early Saturday on a heavily guarded road between the German Embassy and a U.S. military base where soldiers train Afghan police and army members.
The Illinois National Guard recently sent 3,000 soldiers to Afghanistan.
(The Associated Press contributed to this report.)