On 17 June, "Fury" escorted Home Fleet units to reinforce the Mediterranean Fleet for the Sicily landings. On 10 July she formed part of the covering force for the landings. On 1 September she screened the battleships and "Valiant" and the light cruisers and as they bombarded Reggio Calabria in support of Operation Baytown, the occupation of southernmost mainland Italy. A week later, she was part of the covering force for the landings at Salerno. After the surrender of Italy, "Fury" was one of the ships that escorted units of the Italian Fleet into Malta for their surrender and then to Alexandria, Egypt, arriving on 17 September.