On Android, this used to be the case, but then Facebook and Google reached an agreement in which the WhatsApp backup goes unencrypted, and doesn't count against your Google Drive quota.

You can't download it without impersonating the WhstsApp app.

Do you know if the icloud backup is encrypted or not?