President Bush ducked twice to avoid being hit by the shoes .
Prime Minister Maliki attempted to catch one of the shoes to protect Bush .
President Bush ducked twice to avoid being hit by the shoes , and Prime Minister Maliki attempted to catch one of the shoes to protect him .