Inside my layout file default.ctp I have comment the line
echo $this->Html->meta('icon');
but the cake favicon still show up on browser tab.
Just clear your browser cache and if the icon is still loading delete the file favicon.ico in the subfolder /webroot/ of your CakePHP app (or replace it by your own favicon).