Add the following to your custom_functions.php file and add a favicon.ico file into your custom folder.
function custom_favicon(){
?>
<link rel="shortcut icon" href="<?php bloginfo('template_url'); ?>/custom/favicon.ico"></link>
<?php
}
add_action('wp_head', 'custom_favicon');
