Windows 11 Favorites star turned black, how to change back to blue?

Reset the theme or enable the default theme in your browser settings, and update your graphics card drivers to fix the abnormal icon color rendering.

If your folder icons are now transparent outlines, it's an official visual update. You can revert them to the classic yellow with a manual fix.