To do that, press Win+I to open the Settings app and go to the Personalization ... in the Change Icon window, scroll to the right side to locate a blank icon image and click on it.
Content presented to you on this service can be based on your content personalisation profiles, which can reflect your activity on this or other services (for instance, the forms you submit ...