An armed man has been shot dead after entering the secure perimeter of US President Donald Trump's Mar-a-Lago residence in Florida, the Secret Service has said.

The man was carrying a shotgun and fuel can when he was stopped and shot by Secret Service agents and a Sheriff's deputy, authorities said.