On 1 April 1813, Stafford was engaged by a British squadron commanded by Lieutenant James Polkinghorne blockading the Rappahannock River, in what is known as Battle of Rappahannock River.
By November 1813, Stafford commanded another privateer that was attacked by the British in Charleston Harbor.