After the surrender at Appomattox in 1865, Ould was arrested and briefly incarcerated at Libby Prison on charges of misappropriating funds belonging to Union prisoners, but was soon after released, and on October 30 he received a pardon from Andrew Johnson. He subsequently defended former Confederate president Jefferson Davis against charges of treason.