While Saddam was in exile in Cairo, al-Bakr had held a prominent position in the Ba'ath where he was marked by his hatred of the Communists. Al-Bakr joined the Baath Party while he was in prison on charges of plotting against Abdul Karim Qassem. Upon the release of political detainees, Al-Bakr was among them.