If it was a physical change it could go back but it can't so it is a chemical change because it has changed its molecules
Why Is Iron Rusting A Chemical Change?
Rusting involves a chemical reaction referred to as a redox reaction, this means that oxygen atoms trade places with metal ions and an oxide is produced.