To change Favicon in Ghost Blog, you can follow these.
#1. Click Gear icon at the bottom left
#2. Search the keyword Design or click Design & branding
#3. Click Customize
#4. Click Upload icon
#5. Select the icon and click Open
#6. Click Save
#7. Result
Before
After