The Facebook-owned WhatsApp messaging service is now testing end-to-end encryption for iCloud backups. The feature was designed to protect your chat archive while it's being uploaded to or downloaded from iCloud and stored on Apple's servers (at rest).
WhatsApp has begun testing end-to-end encrypted iCloud backups