How can I stop whatsapp message to get deliver to my device?
Your question is unclear, please try reframing it.

If you want that WhatsApp should not work, then you should uninstall it.

If you want to still keep it and see that it does not use data on background, you better turn off background data for the app in settings.

If you want to only send message and not receive,  that is not possible.