How do I stop WhatsApp saving pictures to Google Photos?

I have Google Photos Backup & Sync activated. All the pictures I take are uploaded to the cloud. But since I have an iPhone also the photos that my contacts send me using WhatsApp are uploaded. I do not want this. This used to be different on my Android devices. What can I do to stop WhatsApp pictures being uploaded?