The link below provides a nice explanation as to what happens to your equity when you consistently cross spreads. The spread is the exact same thing as the houses edge in the casino. Scalping a product that you can not bid and offer really does not make much sense.
http://mathworld.wolfram.com/GamblersRuin.html