Attiya was born on 31 January 1885 (Tu Bishvat 5645 on the Jewish calendar) in Aleppo, Syria, which was then part of the Ottoman Empire.
In 1907, Rabbi Ezra Harari-Raful, another Aleppo immigrant, established Yeshivat Ohel Moed in Jerusalem.