With the outbreak of the Civil War and Louisiana's secession, Liddell enlisted in the Confederate army and received a commission.
During his Trans-Mississippi service, Liddell found himself in conflict with his immediate superior, Richard Taylor, the brother-in-law of President Davis, and regretted leaving the Army of Tennessee.