It is not really an ATO thing. You don't pay tax just because you purchase a property (except perhaps land Tax - which is a OSR thing in the particular state you are buying in).
This is really a FIRB thing. You can read about it here: http://www.firb.gov.au/content/real_estate/residential.asp...