From what I've gathered - the answer is 'yes'.
You need to apply for an ETA from here: http://www.eta.immi.gov.au/
In most cases, they say you should get it approved online within 30 seconds.
There's also more information about it here:
http://www.australiatravelsearch.com.au/trc/visa.html almost 10 years ago