guerilla gardening

I live in an apartment and don't really have a place to grow a garden. Is it possible to simply plant a few things on public land (side of the road, power line right of way, in a vacant lot, etc.)? I wouldn't want to cause an ecological disaster like pythons in the Everglades or Kudzu. But...