I've never actually crossed paths with a funnel-web (outside of a zoo), but redbacks are fairly common.
Asides from them and the magpies (birds that get quite territorial in spring), city life in Oz is mostly dangerous critter-free...out in the country or anywhere near the bush is a different story though.