Swinburne Ice Shelf (), is an ice shelf just north of Edward VII Peninsula and the Alexandra Mountains in the southern part of Sulzberger Bay, Antarctica. The ice shelf is 20 miles long and 5 miles wide and extends from Fisher Island to White Islands.