Authorities think Jamall Allen, 20, scaled a barbed-wire fence Sunday and escaped from boot camp, which is a minimum-security option for non-violent offenders.
Sheriff's officials found Allen about five miles away.
He was 72 days from being released.
Charges related to the escape are pending.