What does it cost to protest in Australia?

If you want to organise a protest in Australia, do you need to ask for permission?
Who do you ask? The police? The local council? Do you need get public liability insurance cover or pay for traffic management?
Should authorities treat protests the same way they do commercial events?
The Law Report explores the "maze of requirements" and unexpected hoops that protest organisers have to jump through.