If you target an Aura with Immovable Rod's last ability, it will lose its enchant ability and be put into its owner's graveyard because it can't legally enchant anything. An Equipment that loses its abilities loses its equip ability, so you won't be able to move it that way, but it will stay attached to the creature it's equipping, if any.