The fastest way to remove rust from metal is to use a rust remover spray or gel. Apply the product to the rusty area, let it sit for the recommended time, then scrub with a wire brush or steel wool. Rinse and dry thoroughly to prevent further rusting. This method is quick and effective for most metal surfaces.