In 1941, Wattenberg joined the Œuvre de secours aux enfants (OSE), for which she made false papers for Jewish people to escape to the south of France. Her mother was arrested during the Vel' d'Hiv Roundup in 1942, and Wattenberg managed to secure her release by proving that she worked in a factory supplying clothes to members of the German army.