(above image dryicons.com)
I hope you have notice the little owl in the address bar - I have been trying to upload a favicon for over a year. And I stumbled on this post by Just call me A (on her blog Color Me Sunshine) and followed the instructions. Voila!
If you are successful in your attempt, do drop by her blog and thank her.
Oops - this disappeared when I changed the template setting. But you can still try it!