Tea's investigation of the incident found that app users' direct messages had been breached, along with some of their photos. "Out of an abundance of caution, we have taken the affected system offline," San Francisco-based Tea said in a statement to CBS MoneyWatch.

The Tea app has shut down its messaging service after another database filled with sensitive info has been leaked online.

The data breach at Tea, the app that lets women post anonymous reviews of men, was bigger than initially reported and included private messages.