USS Grayback, submarine missing for 75 years, found off Japan A U.S. Navy submarine missing for 75 years has been found off Okinawa, Japan. The USS Grayback sailed out of Pearl Harbor on January 28, 1944, for its 10th combat patrol. Two months later, it was listed as missing and presumed lost.