When Nazi Germany invaded Lithuania in June 1941, Glazman was in Vilnius and was taken for forced labor by the Germans. In November, he returned to Vilnius and was forced into the Vilna Ghetto where he organized an underground group of Betar members. He was also a member of the Jewish police.