A failed landing operation on the coast of Cuba by Cuban exiles - 1961. Bay of Pigs invasion. The Bay of Pigs invasion was a botched attempt by Cuban exiles, supported by the U.S. government, to overthrow Fidel Castro's regime in Cuba.