Dark Matter in Antarctica?

Here is an interesting National Geographic article about dark matter over Antarctica. I would summarize it good, but basically the whole dark matter thing makes little sense to me, who has little science knowledge. Basically it sounds like they captured high energy electrons over Antartica and this may be physical evidence of dark matter or proof that a mysterious astrophysical object is nearby bombarding Earth with cosmic rays.