Under TIA Act provisions (such as s180), an authorised officer of a criminal law‑enforcement agency can authorise access to prospective telecommunications data [metadata only; not whole messages] if satisfied it is reasonably necessary for investigating an offence punishable by at least three years’ imprisonment. (In other words, ~any time they want)
Example: the data‑retention regime’s records were being accessed over 350,000 times a year by at least 87 different agencies, including non‑traditional bodies such as local councils and the RSPCA [pet cruelty nonprofit].
Given Australia's population is only 28M, that means roughly 1 in every 80 people gets communications metadata pulled by their own government annually.
The only way to win the game is to not play.