After Henry's defeat at Saint Albans in 1461, Vaughan, along with Philip Malpas and William Hatclyf, sailed for Ireland with Henry's treasury, but were captured by French pirates. Edward IV, surprisingly, ransomed Vaughan from the pirates, for which Vaughan was forever afterwards loyal. Edward soon came to trust Vaughan and placed him in high offices.