The correct statement that explains the difference in mass is:
Iron oxide has oxygen atoms, and pure iron does not.
When iron rusts, it reacts with oxygen from the environment to form iron oxide (rust), which incorporates oxygen atoms into the compound. This addition of mass from the oxygen atoms accounts for the increase in mass when iron transitions to iron oxide.