OMG I saw this on my twitter feed and thought "oh great now I have to worry about spiders under water."
Is any place safe!!
Actually it's pretty cool they can do this, yet I still don't want to bump into one.

Like eight-legged scuba divers, some spiders can breathe underwater using an air bubble as an oxygen tank of sorts. Now, scientists have figured out some of the fascinating details of this arachnid diving bell, including that it can give the spiders more than a day's worth of air. Read more: www.foxnews.com...

We also have our own version of the redback/black widow, the Katipo. Bites are very rare
though as the Katipo is an endangered species, and mostly lives on sand dunes. Other than these, there is not a lot to worry about creature-wise, and
the most dangereous thing would be the environment itself. But as long as you take precautions, you should be alright 
Originally posted by SNAFU38
Probably of most concern is the White Tail. This thing will hide in curtains, blankets, clothes, furniture, & they love the warmth of being INSIDE a bed. Worst thing is you may never know it is under the sheets with you, let alone the fact it bit you.
This has a necrotic toxin, theres not a lot to be done about it & is the spider I fear most as its 'new' to our watch list & science is still learning about it. A single bite can, I repeat can, lead to horrific skin problems, necrosis. While this fact is not well studied, it is becoming better known. There are some sick photos out there of what this tiny spider can do.
Sea Spiders
Sea spiders, also called Pantopoda or pycnogonids, are marine arthropods of class Pycnogonida. They are cosmopolitan, found especially in the Mediterranean and Caribbean Seas, as well as the Arctic and Antarctic Oceans
Wiki
Antarctica.co