After millionaire Erastus Browning and his daughter Charlotte, a playwright, attend a crime play, Charlotte complains that the crook characters are not true to life. To prove her point, aided by supposed criminal Bidwell Wright, Charlotte invites a number of notorious criminals to her home for a party. The crooks all believe they have been invited to form an international family of thieves, headed by Charlotte and her father.