USS Elbour Bay refers to one of two ships of the United States Navy named for Elbour Bay:

USS Elbour Bay (ACV-66), renamed USS White Plains before being launched USS Elbour Bay (CVE-102), a second Casablanca-class escort carrier renamed USS Attu (CVE-102) before being laid down