Content-> Configuration-> Edit->Html Head->Favicon Upload.
It says "Allowed file types: ico, png, gif, jpg, jpeg, apng, svg. Not all browsers support all these formats!"
When I select an .ico file to upload it says
I would convert it to a png or gif personally.