In most cases but not in mine :/
The users are user for each website. So this is definitely a limitation of the plugin. I will work on that trying to remove all cookies on each mapped domains when a log out process happens.
Anyway, thank you for your help.
PS. BTW you are using $wpdb->escape which is deprecated since 3.6