In addition, after the deployment of the ABM systems on the territory of South Korea, no rocket will not be able to pass undetected.
No air defense system is 100% effective. They may be able to detect the missiles, but there is no guarantee that all of them will be intercepted. Anyway I don't think that Kim will target Australia, when he is having Japan and South Korea nearby.