As frustrations with Facebook Inc. reach a fever pitch following the Cambridge Analytica scandal, some users are having trouble deleting their accounts.

The Wall Street Journal has been in touch with more than a dozen Facebook users from across the U.S. and Europe who all encountered the same issue. Specifically, at the confirmation screen that appears after clicking “Delete My Account,” the system tells them their passwords are incorrect.

Users...