You can cuctomize your website or blog favicon on blogger by doing the following steps.
1. Login to your blogger account
2. Click design
3. In page elements tab, click edit on favicon
4. Select your favicon file from computer, save it
Now check your blogger favicon web on your browser.
Note: make sure to use a square image and less than 100KB.