Saddam kept playing hide and seek with the IAEA. They found residual radiation signatures at locations Saddam stalled them investigating.
Also, after Iraq fell, the international coalition successfully removed 500 tons of yellow cake uranium. This was removed with utmost secrecy so the shipments would not be attacked, creating a dirty bomb. After it was all removed was it announced. Saddam brought it all upon himself.