Known as "favicons" or Favorite Icons...
When you clear the Internet Temp files
the favicons are cleared.
Check: Tools > Options > Advanced tab.
Security section:
[x] Empty Temporary Internet Files folder when
browser is closed.
Make desired changes and exit out.
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