Add the following to your MySQL config file::

[mysqld]
plugin-load=auth_socket=auth_socket.so

Restart MySQL, then you'll be able to use IDENTIFIED WITH auth_socket as a replacement for IDENTIFIED BY 'password'.

Makes things easier for local installations for services running under a specific account, or for limiting access to the root account to the local root user.