It shouldn't be all that different than swimming against the current in a wave simulator or one of those home jet pools people use for practicing laps.In both cases you retain the sense of moving forward, but will go backward if you are too slow about it.
Come to think of it, a running machine or even walking/running the wrong way on an escalator is essentially the same case.