It very well could be, yes. He's a punter, he fielded the snap, and kicked the ball. Why wouldn't he have protection against roughing?
If those steps were rugby-style (not likely if there were only 2) or faking a run, then I would likely give the defense some latitude. This is not clear in your play description.