After the Nazi invasion of Poland Szweber initially escaped to the east, making her way back to her home town of Brest (which had been occupied by the Soviet Union). However, because she was a notable member of the Bund she was in danger of arrest by the NKVD. She managed to escape the Soviets via Vilna, eventually making her way to the United States.