The Battle of the Mediterranean was the name given to the naval campaign fought in the Mediterranean Sea during World War II . The Battle of the Mediterranean was the name given to the naval campaign fought in the Mediterranean Sea during World War II , from 10 June 1940-2 May 1945 .