Reading through many articles, Iron Knuckles are referred to as "large, heavily armored knights". Knights of which kingdom is unsaid, but the idea that they are corrupted knights is definitely plausible, but there is one piece of theory that may bebunk that.
Take a look at Nabooru from Ocarina...