How do I clean a vintage carbon steel pastry cutter?
Look up what has been written on restoring carbon steel knives, similar techniques apply.

To clean up loose rust, steel wool, sandpaper and wire brushes will help; afterwards, you might want to try and build a patina by treating it with a food-safe acid (vinegar, lemon...).