A favicon (short for “favorite icon”) is an icon associated with a website or webpage intended to be used when you bookmark the web page. Web browsers use them in the URL bar, on tabs, and elsewhere to help identify a website visually. Also, it is used as application icon of mobile device.
From WordPress Admin area goto Appearance → Customize→ Site Identity→ Site Icon