The prison says the FBI is investigating. It says no staff members were injured during the incident.
Prison Spokeswoman Denise Carter said Saturday that she could not provide any further details.
USP Lee is a high-security prison that houses about 1,370 male inmates. An adjacent minimum-security satellite camp houses about 100 offenders.