The rules say you can attack and send someone back a space, and elsewhere the first circle is called the first space. To me, the clear interpretation is that you cannot be attacked off the board. But what if you're pinned on the first space? Is there no way to get free?
You can push people off the board, yes. Sorry for the lack of clarity on that point.