The group told officials at Brisbane airport that they had arrived to cover the Commonwealth Games.
If convicted of human trafficking, the journalist, who had a valid media pass, faces up to 20 years in jail.
The Commonwealth Games will be held in Australia's Gold Coast between 4 and 15 April.
The group had travelled through Bangkok, where officials suspected them of carrying fraudulent documents and alerted authorities in Australia.