Source : Webster's Revised Unabridged Dictionary (1913)

Genoa cake \Gen"o*a cake\ (Cookery)
   A rich glazed cake, with almonds, pistachios, filberts, or
   other nuts; also, a rich currant cake with almonds on the
   top.