Together with fellow university students, Atrash became a founding member of the Ba'ath Party and its Syrian regional branch in 1947.
Bersama dengan para murid universitas sejawatnya, Atrash menjadi anggota pendiri Partai Ba'ath dan cabang regional Suriah-nya pada 1947.