The definition of snapper includes the following...
...the snapper remains a snapper until he has had a reasonable opportunity to regain his balance and protect himself...
If he has that opportunity and does not take it, he may be contacted. Although, if he has his head down and a defender roughly contacts him, it would not be roughing the snapper, but it could be a personal foul unnecessary roughness. Use wise judgement in this case.