Due to privacy concerns , or anything else , if you want to hide your profile picture this trick will definitely help you. Hiding Profile Picture option is only available for the latest version of WhatsApp. If you are not using latest version then download it and after installing go to Settings > Account privacy. Then click on Profile Photo, select any of the three options according to your needs – Everyone, My contacts, Nobody