This Article shows you How to Set a Custom Favicon for your Blogspot-Blogger Blog.
The file you need to Upload is a favicon.ico smaller than 100Kb
Design > Page Elements > Favicon > Edit
Browse the file to Upload
After you Save the Changes you will find the New Favicon the Blog.