A gunman who killed a man and took a woman hostage before dying in a police shoot-out had been acquitted of plotting a terror attack at a Sydney army base years earlier, Australian police said.

Islamic State has claimed responsibility for a shoot-out in Australia in which two men died, three police officers were injured and a female hostage was freed.