Apparently it was from a gunshot wound sustained while being arrested.
http://www.news.com.au/national/crim...de5bbe1cda2553

P.S.: Abe Shinzou has offered his condolences to the Australian people, and Mr. Turnbull has also reciprocated to his Japanese counterpart for the murder of the Japanese citizen.