In April 1861, Bissell enlisted in the Union Army as part of the 1st Connecticut Infantry Regiment for ninety days. He re-enlisted in the 25th Connecticut Infantry Regiment in November 1861 as a first lieutenant Company "G" in and saw in Louisiana including the Siege of Port Hudson until it was mustered out of service in 1863.