Receiving AJAX submitted Javascript's FormData object

When I try to AJAX-submit a form using JS FormData, like specified e. g. here:

I receive:

(Plug.Parsers.ParseError) malformed request, a Jason.DecodeError exception [...]

Do I have to serialise the whole form manually before submitting? Or is there a way to make Phoenix accept FormData stuff?