"You armed and trained the very people you are attacking."

Er, Willie, the insugents are fighting with Soviet made weapons. See here:

Weapons Of The Insurgents

Note that the weapons only became "black market" after the fall of Saddam. And despite the various connections between Saddam and the CIA, most of his training came from the KGB. How do you think he became a devout admirer of Stalin?