Facebook Inc. on Wednesday banned from its platform a quiz app that could have exposed the data of up to four million users, after the developers declined to be audited by the social-media giant.

The latest chapter in Facebook’s data woes involves a quiz app that, until as recently as June, exposed the information of 120 million people who just wanted to know whether they were Cinderella ...